frieda-huang csye7230 issues

frieda-huang / csye7230

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feat: Add ColPali wrapper for efficient document retrieval with vision-language models

#33 frieda-huang opened 2 days ago
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Added file crawler and unit tests

#32 frieda-huang closed 5 days ago
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Added file crawler

#31 frieda-huang closed 1 week ago
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Design UI in Figma

#30 frieda-huang opened 1 week ago
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Implement a hallucination checker

#29 frieda-huang opened 1 week ago
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Implement LLM-based generation to answer the user’s query based on these chunks

#28 frieda-huang opened 1 week ago
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Reconstruct the final document by combining the most relevant chunks

#27 frieda-huang opened 1 week ago
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Grade each document accordingly after reranking them

#26 frieda-huang opened 1 week ago
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Implement semantic search (Bi-encoder)

#25 frieda-huang opened 1 week ago
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Integrate a reranker model (Bge-reranker-v2-m3)

#24 frieda-huang opened 1 week ago
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Create router that decides whether the query should be processed locally or rewritten

#23 frieda-huang opened 1 week ago
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Create a tool for LLM agent to break down queries into sub-queries

#22 frieda-huang opened 1 week ago
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Create a metadata indexer to support keyword-based searches alongside embeddings

#21 frieda-huang opened 1 week ago
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Build a vector-based indexer (FAISS) for efficient similarity search

#20 frieda-huang opened 1 week ago
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Use NV-Embed-v2 to generate dense vector embeddings

#19 frieda-huang opened 1 week ago
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Implement text cleaning

#18 frieda-huang opened 1 week ago
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Implement Colpali / vision language model based search on PDFs

#17 frieda-huang opened 1 week ago
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Build a file crawler to find documents

#16 frieda-huang closed 5 days ago
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Set up Ragas to evaluate the system on various metrics

#15 frieda-huang opened 1 week ago
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Set up baseline performance for RAG system

#14 frieda-huang closed 1 week ago
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Pre-index home directory

#13 frieda-huang closed 3 days ago
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Create manual pytest suite for RAG System

#12 frieda-huang closed 3 days ago
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Create 2,000 qa_pairs for eval pipeline

#11 frieda-huang closed 1 week ago
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Hallucination Checking

#10 frieda-huang opened 2 weeks ago
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LLM Integration for Answer Generation

#9 frieda-huang opened 2 weeks ago
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Multi-stage Retrieval

#8 frieda-huang opened 2 weeks ago
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Query Processing

#7 frieda-huang opened 2 weeks ago
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Indexing and Embedding

#6 frieda-huang opened 2 weeks ago
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Data Ingestion and Preprocessing

#5 frieda-huang opened 2 weeks ago
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Benchmark and Evaluation Setup

#4 frieda-huang closed 1 week ago
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Complete capability

#3 frieda-huang closed 1 week ago
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Create epics

#2 frieda-huang closed 2 weeks ago
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Complete feasibility for the proposal report

#1 frieda-huang closed 2 weeks ago
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