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12 changes: 6 additions & 6 deletions README.md
Original file line number Diff line number Diff line change
Expand Up @@ -14,11 +14,11 @@ Viewers can access the course to watch the recording of the instructor going thr

| Library/Approach | Notebook | Description |
|------------------|----------|-------------|
| **Information Retrieval** | [`information_retrieval/zero_to_hero_with_genai_with_mongodb_openai.ipynb`](information_retrieval/zero_to_hero_with_genai_with_mongodb_openai.ipynb) | Zero to hero guide using MongoDB and OpenAI for generative AI applications |
| **LangMem** | [`langmem/memory_augmented_agent_with_mongodb.ipynb`](langmem/memory_augmented_agent_with_mongodb.ipynb) | Memory-augmented agent implementation using MongoDB |
| **Mem0** | [`mem0/memory_augmented_agent_with_mem0_mongodb.ipynb`](mem0/memory_augmented_agent_with_mem0_mongodb.ipynb) | Memory-augmented agent using Mem0 library with MongoDB |
| **Memory Bank** | [`memory_bank/memory_augmented_agent_with_local_memory.ipynb`](memory_bank/memory_augmented_agent_with_local_memory.ipynb) | Memory-augmented agent with local memory implementation |
| **MemoRizz** | [`memorizz/memagent_single_agent.ipynb`](memorizz/memagent_single_agent.ipynb) | Single agent memory implementation with MemoRizz framework |
| **Information Retrieval** | [`part1/information_retrieval/zero_to_hero_with_genai_with_mongodb_openai.ipynb`](part1/information_retrieval/zero_to_hero_with_genai_with_mongodb_openai.ipynb) | Zero to hero guide using MongoDB and OpenAI for generative AI applications |
| **LangMem** | [`part1/langmem/memory_augmented_agent_with_mongodb.ipynb`](part1/langmem/memory_augmented_agent_with_mongodb.ipynb) | Memory-augmented agent implementation using MongoDB |
| **Mem0** | [`part1/mem0/memory_augmented_agent_with_mem0_mongodb.ipynb`](part1/mem0/memory_augmented_agent_with_mem0_mongodb.ipynb) | Memory-augmented agent using Mem0 library with MongoDB |
| **Memory Bank** | [`part1/memory_bank/memory_augmented_agent_with_local_memory.ipynb`](part1/memory_bank/memory_augmented_agent_with_local_memory.ipynb) | Memory-augmented agent with local memory implementation |
| **MemoRizz** | [`part1/memorizz/memagent_single_agent.ipynb`](part1/memorizz/memagent_single_agent.ipynb) | Single agent memory implementation with MemoRizz framework |

## Purpose of This Repository

Expand All @@ -34,4 +34,4 @@ Each notebook provides hands-on examples and code implementations that complemen
## Utilities

The `utilities/` directory contains helper functions including:
- `pdf_chunker.py` - Utilities for processing and chunking PDF documents for memory storage
- `pdf_chunker.py` - Utilities for processing and chunking PDF documents for memory storage