app/services/__pycache__/llm_parser.cpython-312.pyc

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ÚCheckSizeRangezFSchema for LLM check size range parsing from estimated investment sizerÚlower_bound_usdÚupper_bound_usdrrrrN)rrrrr$rrr%rrrrr r!r#r# s,…ÙPà€O�SÓØ€O�SÓØ€J�ÓØ€Eˆ3„Or r#có,—eZdZd„Zdedeefd„Zdedeeeeeffd„Z	dedee
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rÚosÚgetenvÚllmÚwith_structured_outputrÚcurrency_converter_llmr#Úcheck_size_parser_llmrÚinvestor_structured_llmrÚcompany_structured_llm)Úselfs r!Ú__init__zInvestorProcessor.__init__*s‰€ÜÜ—I‘IÐ2Ó3Ø3Ø&Øô	
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        Use LLM to convert currency amounts to USD integers.
        Handles formats like:
        - "EUR 850,000,000"
        - "$5M"
        - "GBP 10-20 million"
        - "Approximately EUR 100 million"
        ú
Not AvailableÚ0NzáConvert this amount to USD as an integer (whole number, no decimals).
If it's a range, use the midpoint. If already in USD, just extract the number.
Remove all commas and convert millions/billions to actual numbers.

Amount: a


Examples:
- "EUR 850,000,000" -> 935000000 (assuming EUR to USD rate ~1.10)
- "$5M" -> 5000000
- "GBP 10-20 million" -> 18000000 (midpoint 15M * 1.20 rate)
- "Approximately EUR 100 million" -> 110000000

Return only the USD integer amount with current exchange rates.rzError converting currency 'ú': )r2ÚainvokerÚ	ExceptionÚprint)r6r8ÚpromptÚresultÚes     r!Úconvert_to_usdz InvestorProcessor.convert_to_usd<s¢èø€ñ˜Z¨?Ò:¸jÈCÒ>OØð	ð	ð
ˆð@ð	CˆFð ×6Ñ6×>Ñ>¸vÓF×FˆFØ(.×(9Ñ(9¸AÒ(=�6×$Ñ$ÐGÀ4ÐGðGùäò	ÜÐ/°
¨|¸3¸q¸cÐBÔCÜûð	üsJ‚B‘$AµA¶AÁBÁAÁBÁAÁ	A=Á"A8Á3BÁ8A=Á=BÚestimated_investment_strcƒóFK—|r
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aF
        Use LLM to parse check size range from estimated investment size string.
        Returns tuple of (lower_bound_usd, upper_bound_usd).

        Handles formats like:
        - "EUR 1,000 to 2,000"
        - "$100K-$500K"
        - "Between $1M and $5M"
        - "Up to EUR 10 million"
        - "$2M typical"
        r;r<)NNz_Parse this check size/investment range into lower and upper bounds in USD as integers.

Input: a«

Instructions:
- If it's a range (e.g., "EUR 1M to 5M"), extract both bounds
- If it's a single amount (e.g., "$2M typical"), use it as both lower and upper
- If it says "up to X", use 0 as lower and X as upper
- Convert all currencies to USD using current exchange rates
- Return integers (whole numbers, no decimals)

Examples:
- "EUR 1,000 to 2,000" -> lower: 1100, upper: 2200
- "$100K-$500K" -> lower: 100000, upper: 500000
- "Between $1M and $5M" -> lower: 1000000, upper: 5000000
- "Up to EUR 10 million" -> lower: 0, upper: 11000000
- "$2M typical" -> lower: 2000000, upper: 2000000
- "GBP 500K-2M" -> lower: 600000, upper: 2400000

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        Manually parse the JSON profile from the CSV.
        Returns a cleaned dictionary with the investor profile data.
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        Process investor profile from CSV data.
        Manually extracts fields and uses LLM only for currency conversion.
        NÚheadquartersÚinvestorDescriptionÚinvestmentThesisFocusÚportfolioHighlightsÚlinkedDocumentsÚresearcherNotesÚmissingImportantFieldsÚsources)rlrmrpÚdescriptionÚaumÚaum_as_of_dateÚaum_source_urlÚinvestment_thesisÚportfolio_highlightsÚlinked_documentsÚresearcher_notesÚmissing_important_fieldsrwÚteam_membersÚfundsÚoverallAssetsUnderManagementÚ	aumAmountr;ryÚasOfDaterzÚ	sourceUrlr{ÚseniorLeadershiprlr�Útitle)rlrˆÚroleÚemailÚ
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|«|j«|S)z/Get existing investment stage or create new oner)rrÆ)Ú	db.modelsrrÉÚfilterrlrËrÎrØ)r6rÄràrrás     r!rÙz1InvestorProcessor._get_or_create_investment_stage1s`€õ	3ð
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‰U‹Wð	ñ
Ù(¨jÔ9ˆEØ�F‰F�5ŒMØ�H‰HŒJØˆr râcóê—|jt«jtj|k(«j	«}|s-t|¬«}|j|«|j
«|S)z%Get existing sector or create new onerÆ)rÉrrçrlrËrÎrØ)r6rÄrârãs    r!rÛz'InvestorProcessor._get_or_create_sectorBsU€à—‘œ+Ó&×-Ñ-¬k×.>Ñ.>À+Ñ.MÓN×TÑTÓVˆÙÜ  kÔ2ˆFØ�F‰F�6ŒNØ�H‰HŒJØˆ
r c	ód—t|jj|jj|jj|jj
|jj|jj|jj¬«}|j|«|j«|jD]J}t|j|j|j|j¬«}|j|«ŒL|j D]9}|j#||j«}|j j%|«Œ;|j&D]@}t)|ggg¬«}	|j+||	d¬«}
|j&j%|
«ŒB|S)zSave investor data to database)rlrxryr”r•r—Únumber_of_investments)rlr‰rŠr×)rÑrÜÚmembersÚ	investorsT)Úskip_investors)r
rÞrlrxryr”r•r—rêrÎrØr�r	r‰rŠrÌrÜrÛr¢Úportfolio_companiesrÚ_save_company_to_db)r6rÄr¤rÞrßr©Úsector_datarãÚcompany_schemar½rÑs           r!Ú_save_investor_to_dbz&InvestorProcessor._save_investor_to_dbKsƒ€ô
!Ø×'Ñ'×,Ñ,Ø%×.Ñ.×:Ñ:Ø×&Ñ&×*Ñ*Ø*×3Ñ3×DÑDØ*×3Ñ3×DÑDØ*×3Ñ3×DÑDØ"/×"8Ñ"8×"NÑ"Nô
ˆð	�‰ˆxÔØ
�‰Œ
ð)×5Ñ5ò	ˆKÜ#Ø ×%Ñ%Ø ×%Ñ%Ø!×'Ñ'Ø$ŸK™Kô	ˆFð
�F‰F�6�Nð	ð)×0Ñ0ò	,ˆKØ×/Ñ/°°K×4DÑ4DÓEˆFØ×Ñ×#Ñ# FÕ+ð	,ð
,×?Ñ?ò		9ˆNä&Ø&ØØØô	ˆLð×.Ñ.¨r°<ÐPTÐ.ÓUˆGØ×(Ñ(×/Ñ/°Õ8ð		9ðˆr rícóh—|jt«jtj|jjk(«j«}|r|St|jj|jj|jj|jj|jj|jj¬«}|j|«|j«|jD]W}|jsŒt|j|j|j |j"¬«}|j|«ŒY|j$D]9}|j'||j«}	|j$j)|	«Œ;|s||j*D]m}
|jt,«jt,j|
jk(«j«}|sŒS|j*j)|«Œo|S)zSave company data to database)rlÚindustryÚlocationrxrµrm)rlrÈr‰rÇ)rÉrrçrlrÑrËrôrõrxrµrmrÎrØrërrÈr‰rÌrÜrÛr¢rìr
)r6rÄr½rírÐrÑrßr©rðrãr¤rÝs            r!rïz%InvestorProcessor._save_company_to_dbysÐ€ð
�H‰H”\Ó"ß
-											Implement investor processing and querying functionality
										
										
											2025-08-29 18:42:55 +01:00
+								Ë
-											feat: Update investor report generation and HTML template to include fund details and improve data handling
										
										
											2025-10-21 10:48:58 +01:00
+								€V÷hÌžãóÜ—ddlZddlZddlZddlZddlmZddlZddlm	Z	ddl
-											feat: Enhance investor and company parsing with asynchronous batch processing
										
										
											2025-10-08 13:29:25 +01:00
+								mZmZm
 								Z
-											Add test script for manual JSON parser with LLM currency conversion
										
										
											2025-10-06 14:07:28 +01:00
+								mZmZmZmZddlmZddlmZddlmZmZddlmZGd	„d
 								e«ZGd„de«ZGd
 								„d«Zy)éN)ÚOptional)Úget_db_session)Ú
 								CompanyMemberÚCompanyTableÚ	FundTableÚInvestmentStageTableÚInvestorMemberÚ
-											feat: Enhance investor and company parsing with asynchronous batch processing
										
										
											2025-10-08 13:29:25 +01:00
+								InvestorTableÚSectorTable)Ú
-											feat: Implement database ingestion for investors and companies
										
										
											2025-10-07 20:01:19 +01:00
+								ChatOpenAI)Ú	BaseModel)ÚCompanyDataÚInvestorData)ÚSessioncó<—eZdZUdZdZeed<dZeed<dZ	eed<y)	ÚCurrencyConversionz,Schema for LLM currency conversion responsesrÚ
-											feat: Enhance investor and company parsing with asynchronous batch processing
										
										
											2025-10-08 13:29:25 +01:00
+								amount_usdÚhighÚ
-											feat: Implement database ingestion for investors and companies
										
										
											2025-10-07 20:01:19 +01:00
+								confidenceÚÚnotesN)
 								Ú__name__Ú
-											feat: Enhance investor and company parsing with asynchronous batch processing
										
										
											2025-10-08 13:29:25 +01:00
+								__module__Ú__qualname__Ú__doc__rÚintÚ__annotations__rÚstrr©óúN/home/oluwasanmi/Documents/Work/MKD/anton_wireframe/app/services/llm_parser.pyrrs"…Ù6à€J�ÓØ€J�ÓØ€Eˆ3„Or rcóJ—eZdZUdZdZeed<dZeed<dZe	ed<dZ
-											feat: Implement database ingestion for investors and companies
										
										
											2025-10-07 20:01:19 +01:00
+								e	ed<y	)
 								ÚCheckSizeRangezFSchema for LLM check size range parsing from estimated investment sizerÚlower_bound_usdÚupper_bound_usdrrrrN)rrrrr$rrr%rrrrr r!r#r# s,…ÙPà€O�SÓØ€O�SÓØ€J�ÓØ€Eˆ3„Or r#có,—eZdZd„Zdedeefd„Zdedeeeeeffd„Z	dedee
 								fd„Zd	ed
 								ededee
-											feat: Enhance investor and company parsing with asynchronous batch processing
										
										
											2025-10-08 13:29:25 +01:00
+								fd„Z	d)d	ed
 								edededee
 								f
-											Add test script for manual JSON parser with LLM currency conversion
										
										
											2025-10-06 14:07:28 +01:00
+								d„Z
-											feat: Enhance investor and company parsing with asynchronous batch processing
										
										
											2025-10-08 13:29:25 +01:00
+								dede
-											Add test script for manual JSON parser with LLM currency conversion
										
										
											2025-10-06 14:07:28 +01:00
+								deefd„Zdede
-											feat: Implement database ingestion for investors and companies
										
										
											2025-10-07 20:01:19 +01:00
+								deefd„Zdededefd„Zdededefd„Zdededefd„Z	d*dedededefd„Z	d+dej:dededeeezfd„Zd edej:d!edee
-											Add test script for manual JSON parser with LLM currency conversion
										
										
											2025-10-06 14:07:28 +01:00
+								fd"„Z	d,d#ej@d$ed%efd&„Z!d edej:d!edee
 								fd'„Z"	d,d#ej@d$ed%efd(„Z#y
 								)-ÚInvestorProcessorcór—ttjd«ddd¬«|_|jj	t
 								«|_|jj	t«|_|jj	t«|_
 								|jj	t«|_y)NÚOPENROUTER_API_KEYzhttps://openrouter.ai/api/v1zopenai/gpt-4o-minir)Úapi_keyÚbase_urlÚmodelÚtemperature)
 								rÚosÚgetenvÚllmÚwith_structured_outputrÚcurrency_converter_llmr#Úcheck_size_parser_llmrÚinvestor_structured_llmrÚcompany_structured_llm)Úselfs r!Ú__init__zInvestorProcessor.__init__*s‰€ÜÜ—I‘IÐ2Ó3Ø3Ø&Øô
 								ˆŒð'+§h¡h×&EÑ&EÜó'
 								ˆÔ#ð&*§X¡X×%DÑ%DÄ^Ó%TˆÔ"ð(,§x¡x×'FÑ'FÄ|Ó'TˆÔ$Ø&*§h¡h×&EÑ&EÄkÓ&RˆÕ#r Ú
 								amount_strÚreturncƒóK—|r
 								|dk(s|dk(ry	d|›d�}|jj|«ƒd{–—†}|jdkDr|jSdS7Œ!#t$r}t	d|›d|›�«Yd}~yd}~wwxYww)	zØ
 								        Use LLM to convert currency amounts to USD integers.
 								        Handles formats like:
 								        - "EUR 850,000,000"
 								        - "$5M"
 								        - "GBP 10-20 million"
 								        - "Approximately EUR 100 million"
 								        ú
 								Not AvailableÚ0NzáConvert this amount to USD as an integer (whole number, no decimals).
 								If it's a range, use the midpoint. If already in USD, just extract the number.
 								Remove all commas and convert millions/billions to actual numbers.
-											feat: Enhance investor and company parsing with asynchronous batch processing
										
										
											2025-10-08 13:29:25 +01:00
-											Add test script for manual JSON parser with LLM currency conversion
										
										
											2025-10-06 14:07:28 +01:00
+								Amount: a
-											feat: Implement database ingestion for investors and companies
										
										
											2025-10-07 20:01:19 +01:00
 								Examples:
 								- "EUR 850,000,000" -> 935000000 (assuming EUR to USD rate ~1.10)
 								- "$5M" -> 5000000
 								- "GBP 10-20 million" -> 18000000 (midpoint 15M * 1.20 rate)
 								- "Approximately EUR 100 million" -> 110000000
 								Return only the USD integer amount with current exchange rates.rzError converting currency 'ú': )r2ÚainvokerÚ	ExceptionÚprint)r6r8ÚpromptÚresultÚes     r!Úconvert_to_usdz InvestorProcessor.convert_to_usd<s¢èø€ñ˜Z¨?Ò:¸jÈCÒ>OØð	ð	ð
 								ˆð@ð	CˆFð ×6Ñ6×>Ñ>¸vÓF×FˆFØ(.×(9Ñ(9¸AÒ(=�6×$Ñ$ÐGÀ4ÐGðGùäò	ÜÐ/°
 								¨|¸3¸q¸cÐBÔCÜûð	üsJ‚B‘$AµA¶AÁBÁAÁBÁAÁ	A=Á"A8Á3BÁ8A=Á=BÚestimated_investment_strcƒóFK—|r
 								|dk(s|dk(ry	d|›d�}|jj|«ƒd{–—†}|jdkDr|jnd}|jdkDr|jnd}||fS7ŒB#t$r}td|›d	|›�«Yd}~yd}~wwxYww)
 								aF
 								        Use LLM to parse check size range from estimated investment size string.
 								        Returns tuple of (lower_bound_usd, upper_bound_usd).
 								        Handles formats like:
 								        - "EUR 1,000 to 2,000"
 								        - "$100K-$500K"
 								        - "Between $1M and $5M"
 								        - "Up to EUR 10 million"
 								        - "$2M typical"
 								        r;r<)NNz_Parse this check size/investment range into lower and upper bounds in USD as integers.
 								Input: a«
 								Instructions:
 								- If it's a range (e.g., "EUR 1M to 5M"), extract both bounds
 								- If it's a single amount (e.g., "$2M typical"), use it as both lower and upper
 								- If it says "up to X", use 0 as lower and X as upper
 								- Convert all currencies to USD using current exchange rates
-											feat: Update investor report generation and HTML template to include fund details and improve data handling
										
										
											2025-10-21 10:48:58 +01:00
+								- Return integers (whole numbers, no decimals)
 								Examples:
 								- "EUR 1,000 to 2,000" -> lower: 1100, upper: 2200
-											Add test script for manual JSON parser with LLM currency conversion
										
										
											2025-10-06 14:07:28 +01:00
+								- "$100K-$500K" -> lower: 100000, upper: 500000
 								- "Between $1M and $5M" -> lower: 1000000, upper: 5000000
-											feat: Update investor report generation and HTML template to include fund details and improve data handling
										
										
											2025-10-21 10:48:58 +01:00
+								- "Up to EUR 10 million" -> lower: 0, upper: 11000000
 								- "$2M typical" -> lower: 2000000, upper: 2000000
 								- "GBP 500K-2M" -> lower: 600000, upper: 2400000
 								Return the lower and upper bounds in USD.Nrz Error parsing check size range 'r=)r3r>r$r%r?r@)r6rErArBÚlowerÚupperrCs       r!Úparse_check_size_rangez(InvestorProcessor.parse_check_size_range]sÇèø€ñ)Ø'¨?Ò:Ø'¨3Ò.àð	ðà Ð!ð"*ð-ˆFð* ×5Ñ5×=Ñ=¸fÓE×EˆFØ.4×.DÑ.DÀqÒ.H�F×*Ò*ÈdˆEØ.4×.DÑ.DÀqÒ.H�F×*Ò*ÈdˆEØ˜%�<ÐðFùôò	ÜÐ4Ð5MÐ4NÈcÐRSÐQTÐUÔVÜûð	üs?‚B!‘$A:µA8¶AA:Á7B!Á8A:Á:	BÂBÂB!ÂBÂB!Újson_strcóÎ—|rtj|«ry	|j«}|jd«st	d«y|jd«re|jd«}|djd«r|dd}|r|dj«d	vr|dd}dj
 								|«j«}|jd
-											Add test script for manual JSON parser with LLM currency conversion
										
										
											2025-10-06 14:07:28 +01:00
+								«r|ddj«}|jd«}|dk(rt	d«yd}d}t|t|««D]*}||dk(r|dz
 								}Œ||d
 								k(sŒ|dz}|dk(sŒ%|dz}n|dk(rt	d«y|||}tj|«}|S#tj$r<}	t	d|	›�«t|«dkDr|ddn|}
 								t	d|
 								›d�«Yd}	~	yd}	~	wt$r}	t	d|	›�«Yd}	~	yd}	~	wwxYw)a
 								        Manually parse the JSON profile from the CSV.
 								        Returns a cleaned dictionary with the investor profile data.
-											feat: Implement database ingestion for investors and companies
										
										
											2025-10-07 20:01:19 +01:00
+								        Handles JSON wrapped in markdown code blocks (```json ... ```).
 								        Handles trailing quotes and extra data after JSON.
-											Add test script for manual JSON parser with LLM currency conversion
										
										
											2025-10-06 14:07:28 +01:00
+								        N)ú{ú```ú'u-   âš ï¸�  No JSON structure found - skippingrMú
 								rééÿÿÿÿ)rMz```'z```")rNú"rLu2   âš ï¸�  No opening brace found - not valid JSONú}u*   âš ï¸�  No matching closing brace foundu   â�Œ JSON parsing error: éÈz   Preview: ú...u   â�Œ Unexpected error: )ÚpdÚisnaÚstripÚ
-											feat: Update investor report generation and HTML template to include fund details and improve data handling
										
										
											2025-10-21 10:48:58 +01:00
+								startswithr@ÚsplitÚjoinÚendswithÚfindÚrangeÚlenÚjsonÚloadsÚJSONDecodeErrorr?)r6rJÚcleaned_jsonÚlinesÚ	start_idxÚbrace_countÚend_idxÚiÚprofilerCÚpreviews           r!Úparse_json_profilez$InvestorProcessor.parse_json_profile�s€ñœ2Ÿ7™7 8Ô,Øð>	à#Ÿ>™>Ó+ˆLð ×*Ñ*Ð+<Ô=ÜÐEÔFØð×&Ñ& uÔ-à$×*Ñ*¨4Ó0�Ø˜‘8×&Ñ& uÔ-Ø! ! "˜I�Eá˜U 2™YŸ_™_Ó.Ð2IÑIØ! # 2˜J�EØ#Ÿy™y¨Ó/×5Ñ5Ó7�ð×$Ñ$ ZÔ0Ø+¨C¨RÐ0×6Ñ6Ó8�ð%×)Ñ)¨#Ó.ˆIØ˜BŠÜÐJÔKØðˆKØˆGÜ˜9¤c¨,Ó&7Ó8ò
 								�Ø ‘? cÒ)Ø 1Ñ$‘KØ! !‘_¨Ó+Ø 1Ñ$�KØ" aÓ'Ø"# a¡%˜Ùð
 								ð˜"Š}ÜÐBÔCØð(¨	°'Ð:ˆLô—j‘j Ó.ˆGØˆNøÜ×#Ñ#ò	ÜÐ/°¨sÐ3Ô4ä(+¨H«
 								¸Ò(;�h˜t ‘nÀˆGÜ�L  	¨Ð-Ô.ÜûÜò	ÜÐ-¨a¨SÐ1Ô2Üûð	úsBš,E6ÁB;E6Ä2E6Ä6
 								E6ÅE6ÅE6Å6G$Æ	2GÇG$ÇGÇG$ÚnameÚwebsiteÚprofile_jsoncƒóØK—|j|«}|sy	|r|j«nd|r|j«nd|jd«|jd«ddd|jdg«|jdg«|jdg«|jd«|jdg«|jd	i«ggd
-											Add test script for manual JSON parser with LLM currency conversion
										
										
											2025-10-06 14:07:28 +01:00
+								œ}|jdi«}|rnt|t«r^|jd«}|rK|d
 								k7rF|j|«ƒd{–—†}||d<|jd«|d<|jd«|d<|jdg«}	|	D]{}
 								t|
 								t«sŒ|
 								jd«sŒ&|dj
 								|
 								jd«|
-											feat: Simplify company profile processing to only extract founded_year and key_executives
										
										
											2025-10-08 13:20:08 +01:00
+								jd«|
 								jd«d|
 								jd«dœ«Œ}|jdg«}|D�]C}t|t«sŒ|jd«d|jd«dd|jd«|jd«d|jdg«|jdg«dœ
 								}
-											Implement manual JSON parsing for company profiles; enhance data extraction and processing efficiency; add comprehensive test script for validation
										
										
											2025-10-07 12:07:43 +01:00
+								|jdg«}|r$t|t«rd j|«|
-											feat: Simplify company profile processing to only extract founded_year and key_executives
										
										
											2025-10-08 13:20:08 +01:00
+								d!<|jd"«}|r%|d
-											feat: Update investor report generation and HTML template to include fund details and improve data handling
										
										
											2025-10-21 10:48:58 +01:00
+								k7r |j|«ƒd{–—†}|r||
 								d#<|jd$«}|r/|d
-											Implement manual JSON parsing for company profiles; enhance data extraction and processing efficiency; add comprehensive test script for validation
										
										
											2025-10-07 12:07:43 +01:00
+								k7r*|j|«ƒd{–—†\}}|�||
-											feat: Simplify company profile processing to only extract founded_year and key_executives
										
										
											2025-10-08 13:20:08 +01:00
+								d%<|�||
 								d&<|dj
-											feat: Update investor report generation and HTML template to include fund details and improve data handling
										
										
											2025-10-21 10:48:58 +01:00
+								|
 								«�ŒF|S7�Œ!7Œi7Œ3#t$r}td'|›d(|›�«Yd}~yd}~wwxYww))z…
 								        Process investor profile from CSV data.
 								        Manually extracts fields and uses LLM only for currency conversion.
 								        NÚheadquartersÚinvestorDescriptionÚinvestmentThesisFocusÚportfolioHighlightsÚlinkedDocumentsÚresearcherNotesÚmissingImportantFieldsÚsources)rlrmrpÚdescriptionÚaumÚaum_as_of_dateÚaum_source_urlÚinvestment_thesisÚportfolio_highlightsÚlinked_documentsÚresearcher_notesÚmissing_important_fieldsrwÚteam_membersÚfundsÚoverallAssetsUnderManagementÚ	aumAmountr;ryÚasOfDaterzÚ	sourceUrlr{ÚseniorLeadershiprlr�Útitle)rlrˆÚroleÚemailÚ
 								source_urlr‚ÚfundNameÚfundSizeSourceUrlÚsourceProviderÚinvestmentStageFocusÚsectorFocus)
 								Ú	fund_nameÚ	fund_sizeÚfund_size_source_urlÚcheck_size_lowerÚcheck_size_upperr‹Úsource_providerÚgeographic_focusÚinvestment_stage_namesÚsector_namesÚgeographicFocusú, r—ÚfundSizer’ÚestimatedInvestmentSizer”r•z&Error processing investor profile for ú: )rkrXÚgetÚ
 								isinstanceÚdictrDÚappendÚlistr[rIr?r@)r6rlrmrnriÚ
 								investor_dataÚaum_dataÚ
-											feat: Implement database ingestion for investors and companies
										
										
											2025-10-07 20:01:19 +01:00
+								aum_amountÚaum_usdÚsenior_leadershipÚmemberr‚ÚfundÚ	fund_dataÚ	geo_focusÚ
-											Add test script for manual JSON parser with LLM currency conversion
										
										
											2025-10-06 14:07:28 +01:00
+								fund_size_strÚ
 								fund_size_usdÚest_size_strÚcheck_lowerÚcheck_upperrCs                     r!Úprocess_investor_profilez*InvestorProcessor.process_investor_profileÚsyèø€ð×)Ñ)¨,Ó7ˆÙØð[	ñ)-˜Ÿ
 								™
-											feat: Implement database ingestion for investors and companies
										
										
											2025-10-07 20:01:19 +01:00
+								œ°$Ù.5˜7Ÿ=™=œ?¸4Ø '§¡¨NÓ ;Ø&Ÿ{™{Ð+@ÓAØØ"&Ø"&Ø%,§[¡[Ð1HÈ"Ó%MØ(/¯©Ð4IÈ2Ó(NØ$+§K¡KÐ0AÀ2Ó$FØ$+§K¡KÐ0AÓ$BØ,3¯K©KÐ8PÐRTÓ,UØ"Ÿ;™; y°"Ó5Ø "ØñˆMð&—{‘{Ð#AÀ2ÓFˆHÙœJ x´Ô6Ø%Ÿ\™\¨+Ó6�
 								Ù *°Ò"?à$(×$7Ñ$7¸
-											feat: Update investor report generation and HTML template to include fund details and improve data handling
										
										
											2025-10-21 10:48:58 +01:00
+								Ó$C×C�GØ+2�M %Ñ(Ø6>·l±lÀ:Ó6N�MÐ"2Ñ3Ø6>·l±lÀ;Ó6O�MÐ"2Ñ3ð!(§¡Ð,>ÀÓ CÐØ+ò
 								�Ü˜f¤dÕ+°·
-											Remove deprecated stage_focus column and update database path for consistency; add schema verification script and document schema mismatch fixes
										
										
											2025-10-07 11:31:16 +01:00
+								±
-											feat: Implement database ingestion for investors and companies
										
										
											2025-10-07 20:01:19 +01:00
+								¸6Õ0BØ! .Ñ1×8Ñ8à$*§J¡J¨vÓ$6Ø%+§Z¡Z°Ó%8Ø$*§J¡J¨wÓ$7Ø%)Ø*0¯*©*°[Ó*Añõð
 								ð—K‘K ¨Ó,ˆEØó&
-											feat: Update investor report generation and HTML template to include fund details and improve data handling
										
										
											2025-10-21 10:48:58 +01:00
+								=�Ü˜d¤DÕ)à%)§X¡X¨jÓ%9Ø%)Ø04·±Ð9LÓ0MØ,0Ø,0Ø&*§h¡h¨{Ó&;Ø+/¯8©8Ð4DÓ+EØ,0Ø26·(±(Ð;QÐSUÓ2VØ(,¯©°ÀÓ(Cñ!�Ið!%§¡Ð):¸BÓ ?�IÙ ¤Z°	¼4Ô%@Ø8<¿	¹	À)Ó8L˜	Ð"4Ñ5ð%)§H¡H¨ZÓ$8�MÙ$¨¸/Ò)IØ.2×.AÑ.AÀ-Ó.P×(P˜
 								Ù(Ø5B˜I kÑ2ð$(§8¡8Ð,EÓ#F�LÙ#¨¸Ò(GØ9=×9TÑ9TØ(ó:÷4Ñ0˜ [ð'Ð2Ø<G˜IÐ&8Ñ9Ø&Ð2Ø<G˜IÐ&8Ñ9à! 'Ñ*×1Ñ1°)Ö<ðM&
-											Remove deprecated stage_focus column and update database path for consistency; add schema verification script and document schema mismatch fixes
										
										
											2025-10-07 11:31:16 +01:00
+								=ðP!Ð ð{DùðX)Qøð4ùôò	ÜÐ:¸4¸&ÀÀ1À#ÐFÔGÜûð	üsz‚M*˜DMÄL<ÄAMÅ5MÆBMÈC
 								MËL?Ë7MÌ
-											feat: Update investor report generation and HTML template to include fund details and improve data handling
										
										
											2025-10-21 10:48:58 +01:00
+								MÌ-MÌ;M*Ì<MÌ?MÍMÍ	M'ÍM"ÍM*Í"M'Í'M*NÚinvestor_namescƒóîK—|j|«}|sy	|r|j«nddgdœ}|jdg«}|s|jdg«}|D]j}t|t«sŒ|jd«sŒ&|dj|jd«|jd«|jd«d	œ«Œl|jd
 								d«}	|	rdgd¢}
-											Remove deprecated stage_focus column and update database path for consistency; add schema verification script and document schema mismatch fixes
										
										
											2025-10-07 11:31:16 +01:00
+								|
 								D][}t
-											made version 2
										
										
											2025-09-25 17:00:38 +01:00
+								j||	tj«}|sŒ+	t|jd
 								««}
-											feat: Update investor report generation and HTML template to include fund details and improve data handling
										
										
											2025-10-21 10:48:58 +01:00
+								d|
-											made version 2
										
										
											2025-09-25 17:00:38 +01:00
+								cxkrdkrnn|
-											feat: Update investor report generation and HTML template to include fund details and improve data handling
										
										
											2025-10-21 10:48:58 +01:00
+								|d<|SŒ]|S#t$rYŒkwxYw#t$r}td|›d|›�«Yd}~yd}~wwxYww)zŠ
 								        Process company profile from CSV data.
-											made version 2
										
										
											2025-09-25 17:00:38 +01:00
+								        Only extracts founded_year and key_executives - rest is in base database.
 								        N)rlÚfounded_yearÚkey_executivesÚ
 								keyExecutivesr‡rlr¶rˆr†)rlrˆr‹ÚcompanyDescriptionr)zfounded in (\d{4})zfounded (\d{4})uGegrÃ¼ndet (\d{4})zestablished in (\d{4})z
 								since (\d{4})z\((\d{4})\)rPiliérµz%Error processing company profile for rž)
 								rkrXrŸr r¡r¢ÚreÚsearchÚ
-											feat: Implement database ingestion for investors and companies
										
										
											2025-10-07 20:01:19 +01:00
+								IGNORECASErÚgroupr?r@)r6rlrmrnr³riÚcompany_datar¶Úexec_memberrxÚ
-											made version 2
										
										
											2025-09-25 17:00:38 +01:00
+								year_patternsÚpatternÚmatchÚyearrCs               r!Úprocess_company_profilez)InvestorProcessor.process_company_profileBsŒèø€ð×)Ñ)¨,Ó7ˆÙØð3	ñ)-˜Ÿ
 								™
 								œ°$Ø $Ø"$ñˆLð%Ÿ[™[¨¸"Ó=ˆNÙ!à!(§¡Ð-?ÀÓ!D�à-ò
 								�Ü˜k¬4Õ0°[·_±_ÀVÕ5LØ Ð!1Ñ2×9Ñ9à$/§O¡O°FÓ$;Ø%0§_¡_°WÓ%=Ø*5¯/©/¸+Ó*Fñõð
 								ð"Ÿ+™+Ð&:¸BÓ?ˆKÙò!�
 								ð -ò	%�GÜŸI™I g¨{¼B¿M¹MÓJ�EÚð%Ü#& u§{¡{°1£~Ó#6˜DØ# tÔ3¨tÕ3Ø?C ¨^Ñ <Ø %ð Ðøð	%ð Ðøô )ò%Ù$ð%ûô
 								ò	ÜÐ9¸$¸¸rÀ!ÀÐEÔFÜûð	üsl‚E5˜AEÁ,EÁ>BEÄ-D?Ä8EÄ:E5Ä;EÄ>E5Ä?	EÅEÅ
-											feat: Update investor report generation and HTML template to include fund details and improve data handling
										
										
											2025-10-21 10:48:58 +01:00
+								EÅEÅ	E2ÅE-Å(E5Å-E2Å2E5Údbr½có:—	|jt«j|d¬«j«}|�r"|}g}|j	d«r!|d|_|j
 								d|d›�«|jt«j|j¬«j«d}|j	dg«D]^}t|j	d«|j	d«|j	d	«|j¬
-											made version 2
										
										
											2025-09-25 17:00:38 +01:00
+								«}|j|«|dz
 								}Œ`|dkDr|j
-											feat: Enhance investor and company parsing with asynchronous batch processing
										
										
											2025-10-08 13:29:25 +01:00
+								|›d�«|rtd
 								dj|«›�«|Std«y#t$r(}	td|	›�«|j«Yd}	~	yd}	~	wwxYw)z\Save manually parsed company data to database - only updates founded_year and key_executivesrl©rlrµzfounded_year: )Ú
-											feat: Update investor report generation and HTML template to include fund details and improve data handling
										
										
											2025-10-21 10:48:58 +01:00
+								company_idrr¶rˆr‹)rlr‰ÚlinkedinrÇrPz executivesu      ðŸ“� Updated: r›u(      âš ï¸�  Not in database - skippingNu      â�Œ Error saving: )ÚqueryrÚ	filter_byÚfirstrŸrµr¢rÚidÚdeleteÚaddr@r[r?Úrollback)
-											feat: Enhance investor and company parsing with asynchronous batch processing
										
										
											2025-10-08 13:29:25 +01:00
+								r6rÄr½Úexisting_companyÚcompanyÚupdated_fieldsÚ
 								exec_countÚ	exec_datar©rCs
 								          r!Ú_save_parsed_company_to_dbz,InvestorProcessor._save_parsed_company_to_db‚s“€ð1	ð—‘œÓ&×0Ñ0°lÀ6Ñ6JÐ0ÓK×QÑQÓSð
 								ò à*�Ø!#�à×#Ñ# NÔ3Ø+7¸Ñ+G�GÔ(Ø"×)Ñ)Ø(¨°nÑ)EÐ(FÐGôð—‘œÓ'×1Ñ1¸W¿Z¹ZÐ1ÓH×OÑOÔQà�
 								Ø!-×!1Ñ!1Ð2BÀBÓ!Gò
 								$�IÜ*Ø&Ÿ]™]¨6Ó2Ø&Ÿ]™]¨7Ó3Ø!*§¡Ø(ó"ð$+§:¡:ô
 								�Fð—F‘F˜6”NØ !‘O‘Jð
 								$ð ’>Ø"×)Ñ)¨Z¨L¸Ð*DÔEá!ÜÐ0°·±¸>Ó1JÐ0KÐLÔMà�ôÐ@ÔAØøäò	ÜÐ,¨Q¨CÐ0Ô1Ø�K‰KŒMÜûð	ús‚EE)ÅE)Å)	FÅ2FÆFr¤cóð
 								—	|jt«j|d¬«j«}|�r³|}|j	d«xs|j
 								|_|j	d«xs|j|_|j	d«xs|j|_|j	d«xs|j|_|j	d«xs|j|_	|j	d«xs|j|_
-											Add test script for manual JSON parser with LLM currency conversion
										
										
											2025-10-06 14:07:28 +01:00
+								|j	d	«xs|j|_|j	d
-											feat: Enhance investor and company parsing with asynchronous batch processing
										
										
											2025-10-08 13:29:25 +01:00
+								«xs|j|_|j	d«xs|j|_
-											Add test script for manual JSON parser with LLM currency conversion
										
										
											2025-10-06 14:07:28 +01:00
+								|j	d«xs|j|_|j	d
-											feat: Enhance investor and company parsing with asynchronous batch processing
										
										
											2025-10-08 13:29:25 +01:00
+								«xs|j|_|j	d«xs|j |_nðt|d|j	d«|j	d«|j	d«|j	d«|j	d«|j	d«|j	d	«|j	d
 								«|j	d«|j	d«|j	d
 								«|j	d«¬«
 								}|j#|«|j%«|r=|jt&«j|j(¬«j+«|j	dg«D]y}t'|j	d«|j	d«|j	d«|j	d«|j	d«|j(¬«}|j#|«Œ{|r=|jt,«j|j(¬«j+«|j	dg«D�]B}t-|j(|j	d«|j	d«|j	d«|j	d«|j	d«|j	d«|j	d«|j	d«¬«	}|j#|«|j%«|j	d g«D]/}	|j/||	«}
 								|j0j3|
-											Implement manual JSON parsing for company profiles; enhance data extraction and processing efficiency; add comprehensive test script for validation
										
										
											2025-10-07 12:07:43 +01:00
+								«Œ1|j	d!g«D]/}|j5||«}|j6j3|«Œ1�ŒE|S#t8$r(}
-											feat: Update investor report generation and HTML template to include fund details and improve data handling
										
										
											2025-10-21 10:48:58 +01:00
+								t;d"|
 								›�«|j=«Yd#}
 								~
 								y#d#}
-											feat: Enhance investor and company parsing with asynchronous batch processing
										
										
											2025-10-08 13:29:25 +01:00
+								~
 								wwxYw)$z.Save manually parsed investor data to databaserlrÆrmrprxryrzr{r|r}r~rr€rw)
 								rlrmrprxryrzr{r|r}r~rr€rw)Úinvestor_idr�r‰rˆrŠr‹)rlr‰rˆrŠr‹r×r‚r‘r’r“r”r•r–r—)	r×r‘r’r“r”r•r‹r–r—r˜r™z#Error saving investor to database: N)rÉr
 								rÊrËrŸrmrprxryrzr{r|r}r~rr€rwrÎÚflushr	rÌrÍrÚ_get_or_create_investment_stageÚinvestment_stagesr¢Ú_get_or_create_sectorÚsectorsr?r@rÏ)r6rÄr¤Úexisting_investorÚinvestorÚmember_datar©r«rªÚ
-											made version 2
										
										
											2025-09-25 17:00:38 +01:00
+								stage_nameÚstageÚsector_nameÚsectorrCs              r!Ú_save_parsed_investor_to_dbz-InvestorProcessor._save_parsed_investor_to_db¹sê€ðr	ð—‘œÓ'×1Ñ1°}ÀVÑ7LÐ1ÓM×SÑSÓUð
-											feat: Enhance investor and company parsing with asynchronous batch processing
										
										
											2025-10-08 13:29:25 +01:00
+								ò!à,�Ø#0×#4Ñ#4°YÓ#?Ò#SÀ8×CSÑCS�Ô à!×%Ñ% nÓ5ÒN¸×9NÑ9NðÔ%ð"×%Ñ% mÓ4ÒL¸×8LÑ8LðÔ$ð -×0Ñ0°Ó7ÒG¸8¿<¹<�”à!×%Ñ%Ð&6Ó7ÒR¸8×;RÑ;RðÔ'ð"×%Ñ%Ð&6Ó7ÒR¸8×;RÑ;RðÔ'ð"×%Ñ%Ð&9Ó:ÒX¸h×>XÑ>XðÔ*ð"×%Ñ%Ð&<Ó=ò5Ø×4Ñ4ðÔ-ð
-											feat: Update investor report generation and HTML template to include fund details and improve data handling
										
										
											2025-10-21 10:48:58 +01:00
+								"×%Ñ%Ð&8Ó9ÒV¸X×=VÑ=VðÔ)ð"×%Ñ%Ð&8Ó9ÒV¸X×=VÑ=VðÔ)ð"×%Ñ%Ð&@ÓAò9Ø×8Ñ8ðÔ1ð$1×#4Ñ#4°YÓ#?Ò#SÀ8×CSÑCS�Õ ô)Ø& vÑ.Ø)×-Ñ-¨iÓ8Ø!.×!2Ñ!2°>Ó!BØ -× 1Ñ 1°-Ó @Ø%×)Ñ)¨%Ó0Ø#0×#4Ñ#4Ð5EÓ#FØ#0×#4Ñ#4Ð5EÓ#FØ&3×&7Ñ&7Ð8KÓ&LØ)6×):Ñ):Ð;QÓ)RØ%2×%6Ñ%6Ð7IÓ%JØ%2×%6Ñ%6Ð7IÓ%JØ-:×->Ñ->Ø2ó.ð*×-Ñ-¨iÓ8ô�ð"—‘�xÔ Ø—‘”
 								ñ!Ø—‘œÓ(×2Ñ2¸x¿{¹{Ð2ÓK×RÑRÔTà,×0Ñ0°ÀÓDò
 								�Ü'Ø$Ÿ™¨Ó0Ø$Ÿ™¨Ó0Ø%Ÿ/™/¨'Ó2Ø%Ÿ/™/¨'Ó2Ø*Ÿ™¨|Ó<Ø (§¡ô
 								�ð—‘�v•ð
-											feat: Enhance investor and company parsing with asynchronous batch processing
										
										
											2025-10-08 13:29:25 +01:00
+								ñ!Ø—‘œÓ#×-Ñ-¸(¿+¹+Ð-ÓF×MÑMÔOà*×.Ñ.¨w¸Ó;ó
-											feat: Update investor report generation and HTML template to include fund details and improve data handling
										
										
											2025-10-21 10:48:58 +01:00
+�	Ü Ø (§¡Ø'Ÿm™m¨KÓ8Ø'Ÿm™m¨KÓ8Ø)2¯©Ð7MÓ)NØ%.§]¡]Ð3EÓ%FØ%.§]¡]Ð3EÓ%FØ(Ÿ}™}¨\Ó:Ø$-§M¡MÐ2CÓ$DØ%.§]¡]Ð3EÓ%Fô
 								�ð—‘�t”Ø—‘”
-											feat: Enhance investor and company parsing with asynchronous batch processing
										
										
											2025-10-08 13:29:25 +01:00
+								ð#,§-¡-Ð0HÈ"Ó"Mò9�JØ ×@Ñ@ÀÀZÓP�EØ×*Ñ*×1Ñ1°%Õ8ð9ð
 								$-§=¡=°ÀÓ#Dò0�KØ!×7Ñ7¸¸KÓH�FØ—L‘L×'Ñ'¨Õ/ò0ð+
 ð2ˆOøäò	ÜÐ7¸°sÐ;Ô<Ø�K‰KŒMÜûð	ús‚UUÕ	U5Õ
 								U0Õ0U5ràcóà—ddlm}|j|«j|j|k(«j«}|s*||¬«}|j
 								|«|j«|S)z/Get existing investment stage or create new oner)rrÆ)Ú	db.modelsrrÉÚfilterrlrËrÎrØ)r6rÄràrrás     r!rÙz1InvestorProcessor._get_or_create_investment_stage1s`€õ	3ð
 								�H‰HÐ)Ó*ß
 								‰VÐ(×-Ñ-°Ñ;Ó
-											Implement manual JSON parsing for company profiles; enhance data extraction and processing efficiency; add comprehensive test script for validation
										
										
											2025-10-07 12:07:43 +01:00
+								<ß
-											feat: Enhance investor and company parsing with asynchronous batch processing
										
										
											2025-10-08 13:29:25 +01:00
+								‰U‹Wð	ñ
-											Implement manual JSON parsing for company profiles; enhance data extraction and processing efficiency; add comprehensive test script for validation
										
										
											2025-10-07 12:07:43 +01:00
+								Ù(¨jÔ9ˆEØ�F‰F�5ŒMØ�H‰HŒJØˆr râcóê—|jt«jtj|k(«j	«}|s-t|¬«}|j|«|j
-											feat: Enhance investor and company parsing with asynchronous batch processing
										
										
											2025-10-08 13:29:25 +01:00
+								«|S)z%Get existing sector or create new onerÆ)rÉrrçrlrËrÎrØ)r6rÄrârãs    r!rÛz'InvestorProcessor._get_or_create_sectorBsU€à—‘œ+Ó&×-Ñ-¬k×.>Ñ.>À+Ñ.MÓN×TÑTÓVˆÙÜ  kÔ2ˆFØ�F‰F�6ŒNØ�H‰HŒJØˆ
 								r c	ód—t|jj|jj|jj|jj
 								|jj|jj|jj¬«}|j|«|j«|jD]J}t|j|j|j|j¬«}|j|«ŒL|j D]9}|j#||j«}|j j%|«Œ;|j&D]@}t)|ggg¬«}	|j+||	d¬«}
 								|j&j%|
 								«ŒB|S)zSave investor data to database)rlrxryr”r•r—Únumber_of_investments)rlr‰rŠr×)rÑrÜÚmembersÚ	investorsT)Úskip_investors)r
-											feat: Update investor report generation and HTML template to include fund details and improve data handling
										
										
											2025-10-21 10:48:58 +01:00
+								rÞrlrxryr”r•r—rêrÎrØr�r	r‰rŠrÌrÜrÛr¢Úportfolio_companiesrÚ_save_company_to_db)r6rÄr¤rÞrßr©Úsector_datarãÚcompany_schemar½rÑs           r!Ú_save_investor_to_dbz&InvestorProcessor._save_investor_to_dbKsƒ€ô
 								!Ø×'Ñ'×,Ñ,Ø%×.Ñ.×:Ñ:Ø×&Ñ&×*Ñ*Ø*×3Ñ3×DÑDØ*×3Ñ3×DÑDØ*×3Ñ3×DÑDØ"/×"8Ñ"8×"NÑ"Nô
-											feat: Enhance investor and company parsing with asynchronous batch processing
										
										
											2025-10-08 13:29:25 +01:00
+								ˆð	�‰ˆxÔØ
 								�‰Œ
 								ð)×5Ñ5ò	ˆKÜ#Ø ×%Ñ%Ø ×%Ñ%Ø!×'Ñ'Ø$ŸK™Kô	ˆFð
 								�F‰F�6�Nð	ð)×0Ñ0ò	,ˆKØ×/Ñ/°°K×4DÑ4DÓEˆFØ×Ñ×#Ñ# FÕ+ð	,ð
-											made version 2
										
										
											2025-09-25 17:00:38 +01:00
+								,×?Ñ?ò		9ˆNä&Ø&ØØØô	ˆLð×.Ñ.¨r°<ÐPTÐ.ÓUˆGØ×(Ñ(×/Ñ/°Õ8ð		9ðˆr rícóh—|jt«jtj|jjk(«j«}|r|St|jj|jj|jj|jj|jj|jj¬«}|j|«|j«|jD]W}|jsŒt|j|j|j |j"¬«}|j|«ŒY|j$D]9}|j'||j«}	|j$j)|	«Œ;|s||j*D]m}
-											feat: Update investor report generation and HTML template to include fund details and improve data handling
										
										
											2025-10-21 10:48:58 +01:00
+								|jt,«jt,j|
 								jk(«j«}|sŒS|j*j)|«Œo|S)zSave company data to database)rlÚindustryÚlocationrxrµrm)rlrÈr‰rÇ)rÉrrçrlrÑrËrôrõrxrµrmrÎrØrërrÈr‰rÌrÜrÛr¢rìr
 								)r6rÄr½rírÐrÑrßr©rðrãr¤rÝs            r!rïz%InvestorProcessor._save_company_to_dbysÐ€ð
 								�H‰H”\Ó"ß