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Commit14fa2c3

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remove blog post dups and organize guides
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‎pgml-cms/docs/SUMMARY.md‎

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*[Getting started](introduction/getting-started/README.md)
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*[Create your database](introduction/getting-started/create-your-database.md)
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*[Connect your app](introduction/getting-started/connect-your-app.md)
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*[Import your data](introduction/getting-started/import-your-data/README.md)
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*[Logical replication](introduction/getting-started/import-your-data/logical-replication/README.md)
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*[Foreign Data Wrappers](introduction/getting-started/import-your-data/foreign-data-wrappers.md)
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*[Move data with COPY](introduction/getting-started/import-your-data/copy.md)
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*[Migrate with pg_dump](introduction/getting-started/import-your-data/pg-dump.md)
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*[Import your data](introduction/import-your-data/README.md)
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*[Logical replication](introduction/import-your-data/logical-replication/README.md)
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*[Foreign Data Wrappers](introduction/import-your-data/foreign-data-wrappers.md)
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*[Move data with COPY](introduction/import-your-data/copy.md)
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*[Migrate with pg_dump](introduction/import-your-data/pg-dump.md)
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*[Storage & Retrieval](introduction/import-your-data/storage-and-retrieval/README.md)
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*[Documents](introduction/import-your-data/storage-and-retrieval/documents.md)
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*[Partitioning](introduction/import-your-data/storage-and-retrieval/partitioning.md)
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*[LLM based pipelines with PostgresML and dbt (data build tool)](introduction/import-your-data/storage-and-retrieval/llm-based-pipelines-with-postgresml-and-dbt-data-build-tool.md)
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*[FAQ](introduction/faq.md)
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##Open Source
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*[Hyperparameter Search](open-source/pgml/api/pgml.train/hyperparameter-search.md)
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*[Joint Optimization](open-source/pgml/api/pgml.train/joint-optimization.md)
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*[pgml.tune()](open-source/pgml/api/pgml.tune.md)
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*[Guides]()
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*[Embeddings](open-source/pgml/guides/embeddings/README.md)
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*[In-database Generation](open-source/pgml/guides/embeddings/in-database-generation.md)
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*[Dimensionality Reduction](open-source/pgml/guides/embeddings/dimensionality-reduction.md)
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*[Aggregation](open-source/pgml/guides/embeddings/vector-aggregation.md)
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*[Similarity](open-source/pgml/guides/embeddings/vector-similarity.md)
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*[Normalization](open-source/pgml/guides/embeddings/vector-normalization.md)
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*[Search](open-source/pgml/guides/improve-search-results-with-machine-learning.md)
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*[Chatbots](open-source/pgml/guides/chatbots/README.md)
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*[Example Application](TODO/chatbots.md)
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*[Supervised Learning](open-source/pgml/guides/supervised-learning.md)
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*[Unified RAG](open-source/pgml/guides/unified-rag.md)
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*[OpenSourceAI](open-source/pgml/guides/opensourceai.md)
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*[Natural Language Processing](open-source/pgml/guides/natural-language-processing.md)
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*[Vector database](open-source/pgml/guides/vector-database.md)
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<!--
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* [Search]()
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* [Keyword Search]()
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* [Vector Search]()
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* [Hybrid Search]()
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* [Ranking]()
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* [Transformers & LLMs]()
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* [Text Generation]()
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* [Prompt Engineering]()
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* [Unified RAG]()
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* [Personalization]()
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* [Recommendations]()
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* [Forecasting]()
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* [Time series]()
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* [Events]()
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* [Fraud Detection]()
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* [Incentive Optimization]()
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* [Machine Learning]()
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* [Feature Engineering]()
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* [Regression]()
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* [Classification]()
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* [Clustering]()
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* [Matrix Decomposition]()
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* [Natural Language Processing]()
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* [Tokenization]()
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* [Chunking]()
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* [Text Generation]()
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* [Sentiment Analysis]()
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* [Summarization]()
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-->
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*[Developers](open-source/pgml/developers/README.md)
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*[Local Docker Development](open-source/pgml/developers/quick-start-with-docker.md)
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*[Installation](open-source/pgml/developers/installation.md)
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*[Contributing](open-source/pgml/developers/contributing.md)
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*[Distributed Training](open-source/pgml/developers/distributed-training.md)
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*[GPU Support](open-source/pgml/developers/gpu-support.md)
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*[Self-hosting](open-source/pgml/developers/self-hosting/README.md)
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*[Pooler](open-source/pgml/developers/self-hosting/pooler.md)
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*[Building from source](open-source/pgml/developers/self-hosting/building-from-source.md)
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*[Replication](open-source/pgml/developers/self-hosting/replication.md)
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*[Backups](open-source/pgml/developers/self-hosting/backups.md)
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*[Running on EC2](open-source/pgml/developers/self-hosting/running-on-ec2.md)
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*[Korvus](open-source/korvus/README.md)
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*[API](open-source/korvus/api/README.md)
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*[Collections](open-source/korvus/api/collections.md)
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*[Enterprise](cloud/enterprise/README.md)
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*[Teams](cloud/enterprise/teams.md)
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*[VPC](cloud/enterprise/vpc.md)
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*[Privacy Policy](cloud/privacy-policy.md)
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*[Terms of Service](cloud/terms-of-service.md)
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##Guides
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*[Embeddings](open-source/pgml/guides/embeddings/README.md)
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*[In-database Generation](open-source/pgml/guides/embeddings/in-database-generation.md)
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*[Dimensionality Reduction](open-source/pgml/guides/embeddings/dimensionality-reduction.md)
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*[Aggregation](open-source/pgml/guides/embeddings/vector-aggregation.md)
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*[Similarity](open-source/pgml/guides/embeddings/vector-similarity.md)
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*[Normalization](open-source/pgml/guides/embeddings/vector-normalization.md)
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*[Search](open-source/pgml/guides/improve-search-results-with-machine-learning.md)
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*[Chatbots](open-source/pgml/guides/chatbots/README.md)
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*[Example Application](use-cases/chatbots.md)
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*[Supervised Learning](open-source/pgml/guides/supervised-learning.md)
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*[Unified RAG](open-source/pgml/guides/unified-rag.md)
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*[OpenSourceAI](open-source/pgml/guides/opensourceai.md)
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*[Natural Language Processing](open-source/pgml/guides/natural-language-processing.md)
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*[Vector database](open-source/pgml/guides/vector-database.md)
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##Resources
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<!--
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## TODO
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-- Merge into Introduction > Overview
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* [Architecture](resources/architecture/README.md)
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* [Why PostgresML?](resources/architecture/why-postgresml.md)
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*[FAQs](resources/faqs.md)
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*[Data Storage & Retrieval](resources/data-storage-and-retrieval/README.md)
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*[Documents](resources/data-storage-and-retrieval/documents.md)
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*[Partitioning](resources/data-storage-and-retrieval/partitioning.md)
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*[LLM based pipelines with PostgresML and dbt (data build tool)](resources/data-storage-and-retrieval/llm-based-pipelines-with-postgresml-and-dbt-data-build-tool.md)
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*[Benchmarks](resources/benchmarks/postgresml-is-8-40x-faster-than-python-http-microservices.md)
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*[PostgresML is 8-40x faster than Python HTTP microservices](resources/benchmarks/postgresml-is-8-40x-faster-than-python-http-microservices.md)
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*[Scaling to 1 Million Requests per Second](resources/benchmarks/million-requests-per-second.md)
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*[MindsDB vs PostgresML](resources/benchmarks/mindsdb-vs-postgresml.md)
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*[GGML Quantized LLM support for Huggingface Transformers](resources/benchmarks/ggml-quantized-llm-support-for-huggingface-transformers.md)
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*[Making Postgres 30 Percent Faster in Production](resources/benchmarks/making-postgres-30-percent-faster-in-production.md)
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*[Developer Docs](resources/developer-docs/README.md)
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*[Local Docker Development](resources/developer-docs/quick-start-with-docker.md)
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*[Installation](resources/developer-docs/installation.md)
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*[Contributing](resources/developer-docs/contributing.md)
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*[Distributed Training](resources/developer-docs/distributed-training.md)
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*[GPU Support](resources/developer-docs/gpu-support.md)
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*[Self-hosting](resources/developer-docs/self-hosting/README.md)
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*[Pooler](resources/developer-docs/self-hosting/pooler.md)
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*[Building from source](resources/developer-docs/self-hosting/building-from-source.md)
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*[Replication](resources/developer-docs/self-hosting/replication.md)
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*[Backups](resources/developer-docs/self-hosting/backups.md)
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*[Running on EC2](resources/developer-docs/self-hosting/running-on-ec2.md)
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## Reference
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* [SQL]()
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* [Explain plans]()
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* [Composition]()
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* [LLMs]()
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* [LLama]()
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* [GPT]()
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* [Facon]()
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* [Glossary]()
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-->
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