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README.md
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README.md
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<div align="center">
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## Autonomous Operations Platform
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## Autonomous Knowledge Operations Platform
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[](https://pypi.org/project/trustgraph/) [](https://discord.gg/sQMwkRz5GX)
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@ -17,7 +17,6 @@ The **TrustGraph** platform provides a robust, scalable, and reliable AI infrast
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---
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- ✨ [**Key Features**](#-key-features)
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- 🎯 [**Why TrustGraph?**](#-why-trustgraph)
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- 🚀 [**Getting Started**](#-getting-started)
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- 🔧 [**Configuration Builder**](#-configuration-builder)
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---
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## ✨ Key Features
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- 📄 **Data Ingest**: Bulk ingest documents such as `.pdf`,`.txt`, and `.md`
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- 📃 **OCR Pipelines**: OCR documents with PDF decode, Tesseract, or Mistral OCR services
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- 🪓 **Adjustable Chunking**: Choose your chunking algorithm and parameters
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- 🔁 **No-code LLM Integration**: **Anthropic**, **AWS Bedrock**, **AzureAI**, **AzureOpenAI**, **Cohere**, **Google AI Studio**, **Google VertexAI**, **Llamafiles**, **LM Studio**, **Mistral**, **Ollama**, and **OpenAI**
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- 📖 **Automated Knowledge Graph Building**: No need for complex ontologies and manual graph building
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- 🔢 **Knowledge Graph to Vector Embeddings Mappings**: Connect knowledge graph enhanced data directly to vector embeddings
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- ❔**Natural Language Data Retrieval**: Automatically perform a semantic similiarity search and subgraph extraction for the context of LLM generative responses
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- 🧠 **Knowledge Cores**: Modular data sets with semantic relationships that can saved and quickly loaded on demand
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- 🤖 **Agent Manager**: Define custom tools used by a ReAct style Agent Manager that fully controls the response flow including the ability to perform Graph RAG requests
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- 📚 **Multiple Knowledge Graph Options**: Full integration with **Memgraph**, **FalkorDB**, **Neo4j**, or **Cassandra**
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- 🧮 **Multiple VectorDB Options**: Full integration with **Qdrant**, **Pinecone**, or **Milvus**
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- 🎛️ **Production-Grade** Reliability, scalability, and accuracy
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- 📊 **Observability and Telemetry**: Get insights into system performance with **Prometheus** and **Grafana**
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- 🎻 **Orchestration**: Fully containerized with **Docker** or **Kubernetes**
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- 🥞 **Stack Manager**: Control and scale the stack with confidence with **Apache Pulsar**
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- ☁️ **Cloud Deployments**: **AWS**, **Azure**, **Google Cloud**, and **Scaleway**
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- 🪴 **Customizable and Extensible**: Tailor for your data and use cases
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- 🖥️ **Configuration Builder**: Build the `YAML` configuration with drop down menus and selectable parameters
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- 🕵️ **Test Suite**: A simple UI to fully test TrustGraph performance
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## 🎯 Why TrustGraph?
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Traditional operations involve manual intervention, siloed tools, and reactive problem-solving. While AI agents show promise, integrating them into reliable, continuous operations presents significant challenges:
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