Nchain

`nChain` is a cutting-edge Python package designed for creating LLM bots over a flexible and extensible dataset. As our inaugural release, we're thrilled to introduce a range of features and functionalities.

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🔧 **Features & Highlights**:

1. **Easy Installation**: Get started with `nChain` in no time! Our package offers straightforward installation methods, whether you prefer using PyPI or directly from the source.

2. **Sentence Transformers Embedding**: Leveraging the power of `sentence_transformers`, `nChain` offers robust text embeddings, ensuring accurate and high-quality vector representations of your text data.

3. **Annoy Index for Embedding Search**: With the integration of the Annoy index, you can efficiently search through your embeddings, making the retrieval process faster and more precise.

4. **ArXiv Paper Search Example**: Dive into practical applications with our example demonstrating the search capabilities using arXiv papers. Experience firsthand the precision and efficiency of `nChain`.

`nChain` is a cutting-edge Python package designed for creating LLM bots over a flexible and extensible dataset. As our inaugural release, we're thrilled to introduce a range of features and functionalities.

---

🔧 **Features & Highlights**:

1. **Sentence Transformers Embedding**: Leveraging the power of `sentence_transformers`, `nChain` offers robust text embeddings, ensuring accurate and high-quality vector representations of your text data.

2. **Annoy Index for Embedding Search**: With the integration of the Annoy index, you can efficiently search through your embeddings, making the retrieval process faster and more precise.

3. **ArXiv Paper Search Example**: Dive into practical applications with our example demonstrating the search capabilities using arXiv papers. Experience firsthand the precision and efficiency of `nChain`.

`nChain` is a cutting-edge Python package designed for creating LLM bots over a flexible and extensible dataset. As our inaugural release, we're thrilled to introduce a range of features and functionalities.

---

🔧 **Features & Highlights**:

1. **Easy Installation**: Get started with `nChain` in no time! Our package offers straightforward installation methods, whether you prefer using PyPI or directly from the source.

2. **Sentence Transformers Embedding**: Leveraging the power of `sentence_transformers`, `nChain` offers robust text embeddings, ensuring accurate and high-quality vector representations of your text data.

3. **Annoy Index for Embedding Search**: With the integration of the Annoy index, you can efficiently search through your embeddings, making the retrieval process faster and more precise.

4. **ArXiv Paper Search Example**: Dive into practical applications with our example demonstrating the search capabilities using arXiv papers. Experience firsthand the precision and efficiency of `nChain`.

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