sauravjoshi23/towards-agi
A collection of personally developed projects contributing towards the advancement of Artificial General Intelligence(AGI)
Implements multi-modal retrieval architectures combining vector search (Weaviate), knowledge graphs (Neo4j), and structured document parsing for complex QA systems. Integrates LangChain and LlamaIndex frameworks with agent-based subquestion decomposition and cross-encoder reranking to handle heterogeneous data sources. Includes graph neural network approaches (GCN, GraphSAGE, Node2Vec) for knowledge graph link prediction and relation extraction using models like REBEL.
126 stars. No commits in the last 6 months.
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Dec 21, 2023
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