GitHub - Arnav-0/hackrx-rag-query-system-final: LLM-powered document query system for HackRx 6.0 using FastAPI, Pinecone ,Cohere, and Google Embeddings. Built for high accuracy and fast response with namespace caching and multi-query async processing.

Branches Tags

Name		Name	Last commit message	Last commit date
Latest commit History 2 Commits
.github/workflows		.github/workflows
faiss_indexes/policy		faiss_indexes/policy
legacy/mistral-variant		legacy/mistral-variant
qa_results		qa_results
.env.example		.env.example
.gitignore		.gitignore
.python-version		.python-version
api_test_report_20250803_020643.json		api_test_report_20250803_020643.json
api_test_report_20250803_021342.json		api_test_report_20250803_021342.json
api_test_report_20250803_022031.json		api_test_report_20250803_022031.json
api_test_report_20250803_022343.json		api_test_report_20250803_022343.json
api_test_report_20250803_031802.json		api_test_report_20250803_031802.json
demo_test.py		demo_test.py
extract_questions.py		extract_questions.py
inactivity.bat		inactivity.bat
main.py		main.py
models.py		models.py
original_model.py		original_model.py
processor.py		processor.py
question_bank.json		question_bank.json
quick_test.py		quick_test.py
requirements.txt		requirements.txt
requirements1.txt		requirements1.txt
run_complete_s3_workflow.py		run_complete_s3_workflow.py
s3_pdf_catalog.json		s3_pdf_catalog.json
s3_pdf_catalog_with_questions.json		s3_pdf_catalog_with_questions.json
s3_pdf_manager.py		s3_pdf_manager.py
server_manager.py		server_manager.py
show_summary.py		show_summary.py
test_api.py		test_api.py
test_key_rotation.py		test_key_rotation.py
test_key_rotation_comprehensive.py		test_key_rotation_comprehensive.py
test_key_rotation_detailed.py		test_key_rotation_detailed.py
test_key_rotation_intensive.py		test_key_rotation_intensive.py
test_key_rotation_targeted.py		test_key_rotation_targeted.py
testing_framework.py		testing_framework.py
upload_pdfs_to_s3.sh		upload_pdfs_to_s3.sh
utils.py		utils.py

About

LLM-powered document query system for HackRx 6.0 using FastAPI, Pinecone ,Cohere, and Google Embeddings. Built for high accuracy and fast response with namespace caching and multi-query async processing.

python async pinecone cohere rag fastapi google-embeddings llm hackrx