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Title: GitHub - cobblercloud/tensorzero: TensorZero is an open-source stack for industrial-grade LLM applications. It unifies an LLM gateway, observability, optimization, evaluation, and experimentation.

Open Graph Title: GitHub - cobblercloud/tensorzero: TensorZero is an open-source stack for industrial-grade LLM applications. It unifies an LLM gateway, observability, optimization, evaluation, and experimentation.

X Title: GitHub - cobblercloud/tensorzero: TensorZero is an open-source stack for industrial-grade LLM applications. It unifies an LLM gateway, observability, optimization, evaluation, and experimentation.

Description: TensorZero is an open-source stack for industrial-grade LLM applications. It unifies an LLM gateway, observability, optimization, evaluation, and experimentation. - cobblercloud/tensorzero

Open Graph Description: TensorZero is an open-source stack for industrial-grade LLM applications. It unifies an LLM gateway, observability, optimization, evaluation, and experimentation. - cobblercloud/tensorzero

X Description: TensorZero is an open-source stack for industrial-grade LLM applications. It unifies an LLM gateway, observability, optimization, evaluation, and experimentation. - cobblercloud/tensorzero

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hello@tensorzero.com

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API Referencehttps://www.tensorzero.com/docs/gateway/api-reference
Configuration Referencehttps://www.tensorzero.com/docs/gateway/deployment
Automating Code Changelogs at a Large Bank with LLMshttps://www.tensorzero.com/blog/case-study-automating-code-changelogs-at-a-large-bank-with-llms
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Anthropichttps://www.tensorzero.com/docs/gateway/guides/providers/anthropic
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AWS SageMakerhttps://www.tensorzero.com/docs/gateway/guides/providers/aws-sagemaker
Azure OpenAI Servicehttps://www.tensorzero.com/docs/gateway/guides/providers/azure
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GCP Vertex AI Anthropichttps://www.tensorzero.com/docs/gateway/guides/providers/gcp-vertex-ai-anthropic
GCP Vertex AI Geminihttps://www.tensorzero.com/docs/gateway/guides/providers/gcp-vertex-ai-gemini
Google AI Studio (Gemini API)https://www.tensorzero.com/docs/gateway/guides/providers/google-ai-studio-gemini
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OpenAIhttps://www.tensorzero.com/docs/gateway/guides/providers/openai
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xAIhttps://www.tensorzero.com/docs/gateway/guides/providers/xai
any OpenAI-compatible API (e.g. Ollama)https://www.tensorzero.com/docs/gateway/guides/providers/openai-compatible
Retries & Fallbackshttps://www.tensorzero.com/docs/gateway/guides/retries-fallbacks
Inference-Time Optimizationshttps://www.tensorzero.com/docs/gateway/guides/inference-time-optimizations
Prompt Templates & Schemashttps://www.tensorzero.com/docs/gateway/guides/prompt-templates-schemas
Experimentation (A/B Testing)https://www.tensorzero.com/docs/gateway/guides/experimentation/
Configuration-as-Code (GitOps)https://www.tensorzero.com/docs/gateway/configuration-reference
Batch Inferencehttps://www.tensorzero.com/docs/gateway/guides/batch-inference
Multimodal Inference (VLMs)https://www.tensorzero.com/docs/gateway/guides/multimodal-inference
Inference Cachinghttps://www.tensorzero.com/docs/gateway/guides/inference-caching
Metrics & Feedbackhttps://www.tensorzero.com/docs/gateway/guides/metrics-feedback
Multi-Step LLM Workflows (Episodes)https://www.tensorzero.com/docs/gateway/guides/episodes
Benchmarkshttps://www.tensorzero.com/docs/gateway/benchmarks
Quick Starthttps://www.tensorzero.com/docs/quickstart
Quick Starthttps://www.tensorzero.com/docs/quickstart
Detailed instructions →https://www.tensorzero.com/docs/gateway/deployment
Quick Starthttps://www.tensorzero.com/docs/quickstart
Detailed instructions →https://www.tensorzero.com/docs/gateway/deployment
Quick Starthttps://www.tensorzero.com/docs/quickstart
https://patch-diff.githubusercontent.com/cobblercloud/tensorzero#-llm-observability
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https://patch-diff.githubusercontent.com/cobblercloud/tensorzero#-llm-optimization
https://patch-diff.githubusercontent.com/cobblercloud/tensorzero#model-optimization
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https://patch-diff.githubusercontent.com/cobblercloud/tensorzero#inference-time-optimization
Best-of-N Samplinghttps://www.tensorzero.com/docs/gateway/guides/inference-time-optimizations#best-of-n-sampling
Mixture-of-N Samplinghttps://www.tensorzero.com/docs/gateway/guides/inference-time-optimizations#mixture-of-n-sampling
https://private-user-images.githubusercontent.com/1275491/408256158-c0edfa4c-713c-4996-9964-50c0d26e6970.png?jwt=eyJ0eXAiOiJKV1QiLCJhbGciOiJIUzI1NiJ9.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.PrkSiV4VrRyabeSXhv11iAYtw5pGUlWRnogfnq4ndM4
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Dynamic In-Context Learning (DICL)https://www.tensorzero.com/docs/gateway/guides/inference-time-optimizations#dynamic-in-context-learning-dicl
Chain-of-Thought (CoT)https://www.tensorzero.com/docs/gateway/guides/inference-time-optimizations#chain-of-thought-cot
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https://patch-diff.githubusercontent.com/cobblercloud/tensorzero#prompt-optimization
MIPROv2https://www.tensorzero.com/docs/gateway/guides/inference-time-optimizations#best-of-n-sampling
DSPy Integrationhttps://github.com/tensorzero/tensorzero/tree/main/examples/gsm8k-custom-recipe-dspy
https://private-user-images.githubusercontent.com/1275491/431456130-d81a7c37-382f-4c46-840f-e6c2593301db.png?jwt=eyJ0eXAiOiJKV1QiLCJhbGciOiJIUzI1NiJ9.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.2uinvgk5IExz4tUDajQabxVgBzeUPIdbxD_tzBgIaIo
https://patch-diff.githubusercontent.com/cobblercloud/tensorzero#-llm-evaluations
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https://patch-diff.githubusercontent.com/cobblercloud/tensorzero#-llm-experimentation
https://patch-diff.githubusercontent.com/cobblercloud/tensorzero#-more
https://patch-diff.githubusercontent.com/cobblercloud/tensorzero#demo
Dynamic in-context learning (DICL)https://www.tensorzero.com/docs/gateway/guides/inference-time-optimizations#dynamic-in-context-learning-dicl
https://patch-diff.githubusercontent.com/cobblercloud/tensorzero#get-started
Quick Starthttps://www.tensorzero.com/docs/quickstart
Slackhttps://www.tensorzero.com/slack
Discordhttps://www.tensorzero.com/discord
hiring in NYChttps://www.tensorzero.com/jobs
open-source contributionshttps://github.com/tensorzero/tensorzero/blob/main/CONTRIBUTING.md
https://patch-diff.githubusercontent.com/cobblercloud/tensorzero#examples
Optimizing Data Extraction (NER) with TensorZerohttps://github.com/tensorzero/tensorzero/tree/main/examples/data-extraction-ner
Agentic RAG — Multi-Hop Question Answering with LLMshttps://github.com/tensorzero/tensorzero/tree/main/examples/rag-retrieval-augmented-generation/simple-agentic-rag/
Writing Haikus to Satisfy a Judge with Hidden Preferenceshttps://github.com/tensorzero/tensorzero/tree/main/examples/haiku-hidden-preferences
Improving LLM Chess Ability with Best-of-N Samplinghttps://github.com/tensorzero/tensorzero/tree/main/examples/chess-puzzles/
Improving Math Reasoning with a Custom Recipe for Automated Prompt Engineering (DSPy)https://github.com/tensorzero/tensorzero/tree/main/examples/gsm8k-custom-recipe-dspy
tensorzero.comhttps://tensorzero.com
Readme https://patch-diff.githubusercontent.com/cobblercloud/tensorzero#readme-ov-file
Apache-2.0 license https://patch-diff.githubusercontent.com/cobblercloud/tensorzero#Apache-2.0-1-ov-file
Contributing https://patch-diff.githubusercontent.com/cobblercloud/tensorzero#contributing-ov-file
Please reload this pagehttps://patch-diff.githubusercontent.com/cobblercloud/tensorzero
Activityhttps://patch-diff.githubusercontent.com/cobblercloud/tensorzero/activity
Custom propertieshttps://patch-diff.githubusercontent.com/cobblercloud/tensorzero/custom-properties
1 starhttps://patch-diff.githubusercontent.com/cobblercloud/tensorzero/stargazers
0 watchinghttps://patch-diff.githubusercontent.com/cobblercloud/tensorzero/watchers
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Report repository https://patch-diff.githubusercontent.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Fcobblercloud%2Ftensorzero&report=cobblercloud+%28user%29
Releaseshttps://patch-diff.githubusercontent.com/cobblercloud/tensorzero/releases
Packages 0https://patch-diff.githubusercontent.com/orgs/cobblercloud/packages?repo_name=tensorzero
https://github.com
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