Open systems / 03
Open-source releases worth evaluating.
Find new AI tools and meaningful releases with source links, adoption context, and practical tradeoffs.
A Claude skill that writes the accurate prompts for any AI tool. Zero tokens or credits wasted. Full context and memory retention
github.com6 months ago41 ptsView details
langchain-ai/langchain langchain-fireworks==1.6.0
Changes since langchain-fireworks==1.5.2 release(fireworks): 1.6.0 (#39810) feat(fireworks): add document reranking (#39732) fix(fireworks): filter invalid tool calls from v1 content (#39805) feat(core): add standard model exception types (#39538) chore(model-profiles): refresh…
github.com28 days agoView details
langchain-ai/langchain langchain==1.3.16
Changes since langchain==1.3.15 release(langchain): 1.3.16 (#39806) feat(core): add standard model exception types (#39538) feat(langchain): support custom token_counter in ContextEditingMiddleware (#39754) fix(langchain): re-raise non-retryable exceptions in ModelRetryMiddlewar…
github.com29 days agoView details
langchain-ai/langchain langchain-anthropic==1.6.1
Changes since langchain-anthropic==1.6.0 release(anthropic): 1.6.1 (#39804) fix(anthropic): filter invalid tool calls from v1 content (#39803)
github.com29 days agoView details
《御舆：解码 Agent Harness》42万字拆解 AI Agent 的Harness骨架与神经 —— Claude Code 架构深度剖析，15 章从对话循环到构建你自己的 Agent Harness。在线阅读网站：
github.com5 months ago36 ptsView details
High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 158 languages, sub-ms queries, 99% fewer tokens. Single static binary, zero dependencies.
github.com6 months ago46 ptsView details
<details open> ggml: add ggml_rope_set_offset (+ metal support) (#27120) * add params * cpu kernel * metal kernel * add test backend ops * gate other backends * ggml: (cuda) support ggml_rope_set_offset (#27121) * rm cuda supports_op guard, fix webgpu clang-format * ggml: suppor…
github.com29 days agoView details
Local-first code intelligence graph for MCP and CLI. Builds a persistent map of your codebase so AI coding tools read only what matters, with benchmarked context reductions on reviews and large-repo workflows.
github.com6 months ago45 ptsView details
<details open> mtmd: add mtmd_bitmap_set_mergeable (#27348) </details> **Website:** - <https://llama.app> **macOS/iOS:** - [macOS Apple Silicon (arm64)](https://github.com/ggml-org/llama.cpp/releases/download/b10507/llama-b10507-bin-macos-arm64.tar.gz) - macOS Apple Silicon (arm…
github.com29 days agoView details
<details open> metal : dequantize q8_0 using packed types (#27370) </details> **Website:** - <https://llama.app> **macOS/iOS:** - [macOS Apple Silicon (arm64)](https://github.com/ggml-org/llama.cpp/releases/download/b10506/llama-b10506-bin-macos-arm64.tar.gz) - macOS Apple Silic…
github.com29 days agoView details
amitshekhariitbhu/ai-engineering-interview-questions
Your Cheat Sheet for AI Engineering Interview – Questions and Answers.
github.com6 months ago35 ptsView details
ai-boost/awesome-harness-engineering
Awesome list for AI agent harness engineering: tools, patterns, evals, memory, MCP, permissions, observability, and orchestration.
github.com5 months ago36 ptsView details
anthropics/anthropic-sdk-python v0.125.0
## 0.125.0 (2026-08-19) Full Changelog: [v0.124.0...v0.125.0](https://github.com/anthropics/anthropic-sdk-python/compare/v0.124.0...v0.125.0) ### Features * **api:** managed agents web search config and self hosted sandbox memory ([b75afd6](https://github.com/anthropics/anthropi…
github.com29 days agoView details
langchain-ai/langchain langchain-openai==1.6.0
Changes since langchain-openai==1.5.2 release(openai): 1.6.0 (#39762) feat(core): add standard model exception types (#39538) fix(openai): raise clear error on unexpected response type in `_create_chat_result` (#39731)
github.com29 days agoView details
langchain-ai/langchain langchain-anthropic==1.6.0
Changes since langchain-anthropic==1.5.6 release(anthropic): 1.6.0 (#39763) feat(core): add standard model exception types (#39538) fix(anthropic): exclude sibling directories from grep search scope (#39681) chore(infra): support langsmith gateway in CI (#39651)
github.com29 days agoView details
Open-source AI sales OS — self-hosted CRM with native AI agents + WhatsApp (WAHA). Open alternative to Kommo, Octadesk & Intercom for any business that sells by chat. MCP-ready, multi-tenant, LGPD.
github.com4 months ago35 ptsView details
Your Personal AI Assistant; easy to install, deploy on your own machine or on the cloud; supports multiple chat apps with easily extensible capabilities.
github.com6 months ago45 ptsView details
run-llama/llama_index v0.14.24
# Release Notes ## [2026-08-19] ### llama-index-core [0.14.24] - fix: close HotpotQA evaluator file handles ([#22113](https://github.com/run-llama/llama_index/pull/22113)) - fix(core): preserve oversized leaf nodes in CodeSplitter ([#22119](https://github.com/run-llama/llama_ind…
github.com29 days agoView details
The free AI already on your Mac. CLI tool, OpenAI-compatible server, and interactive chat — all on-device via Apple Intelligence. No API keys, no cloud, no downloads.
github.com5 months ago38 ptsView details
anthropics/anthropic-sdk-python v0.124.0
## 0.124.0 (2026-08-19) Full Changelog: [v0.123.0...v0.124.0](https://github.com/anthropics/anthropic-sdk-python/compare/v0.123.0...v0.124.0) ### Features * **api:** Files and Skills APIs are now GA; add computer use and browser use toolsets ([9a09e84](https://github.com/anthrop…
github.com29 days agoView details
## [3.3.1](https://github.com/openai/openai-python/compare/v3.3.0...v3.3.1) (2026-08-19) ### Bug Fixes * **deps:** update dependencies with published security fixes ([#3680](https://github.com/openai/openai-python/issues/3680)) ([53aa4fc](https://github.com/openai/openai-python/…
github.com29 days agoView details
mukul975/Anthropic-Cybersecurity-Skills
817 structured cybersecurity skills for AI agents · Mapped to 6 frameworks: MITRE ATT&CK, NIST CSF 2.0, MITRE ATLAS, D3FEND, NIST AI RMF & MITRE F3 (Fight Fraud) · agentskills.io standard · Works with Claude Code, GitHub Copilot, Codex CLI, Cursor, Gemini CLI & 20+ platforms · 2…
github.com6 months ago45 ptsView details
#1 Persistent memory for AI coding agents based on real-world benchmarks
github.com6 months ago44 ptsView details
langchain-ai/langchain langchain-core==1.6.0
Changes since langchain-core==1.5.6 release(core): 1.6.0 (#39760) fix(core): resolve postponed annotations in `StructuredTool._injected_args_keys` (#39602) feat(core): add standard model exception types (#39538) fix(core): allow deserializing `RunnablePick` (#39753) fix(core): m…
github.com29 days agoView details
anthropics/anthropic-sdk-python v0.123.0
## 0.123.0 (2026-08-18) Full Changelog: [v0.122.0...v0.123.0](https://github.com/anthropics/anthropic-sdk-python/compare/v0.122.0...v0.123.0) ### Features * **api:** additions to files and memory stores ([09ce187](https://github.com/anthropics/anthropic-sdk-python/commit/09ce187…
github.com1 month agoView details
w8123/EnterpriseAgentFramework
面向 OA、ERP、CRM、工单等企业系统快速构建智能体，让 AI 在权限、审计与治理约束下安全调用真实业务能力。Build agents quickly for enterprise systems such as OA, ERP, CRM, and ticketing, enabling AI to safely call real business capabilities under permissions, audit, and governance controls.
github.com5 months ago28 ptsView details
huggingface/transformers v5.15.1
# Patch release v5.15.1 This patch most notably solves a few issues with DFlash and MTP candidate generators, as well as an issue where images could sometimes not be processed on accelerator if using Lanczos filter. It contains the following commits: - Fix DFlash candidate token…
github.com1 month agoView details
A context harness for AI agents: all your scattered context — code, memory, docs, databases, SaaS — in one searchable, browsable, file-like interface.
github.com5 months ago22 ptsView details
Collaborator is a place to create with agents.
github.com6 months ago35 ptsView details
Open source alternative to Semrush and Ahrefs
github.com6 months ago41 ptsView details
Context window optimization for AI coding agents. Sandboxes tool output (98% reduction), persists session memory, and enforces routing across 17 platforms via MCP + hooks.
github.com6 months ago43 ptsView details
## [3.3.0](https://github.com/openai/openai-python/compare/v3.2.0...v3.3.0) (2026-08-18) ### Features * support named data-residency endpoints ([#3646](https://github.com/openai/openai-python/issues/3646)) ([11ee914](https://github.com/openai/openai-python/commit/11ee91475694d9c…
github.com1 month agoView details
langchain-ai/langchain langchain-openai==1.5.2
Changes since langchain-openai==1.5.1 release(openai): 1.5.2 (#39719) fix(openai): preserve reasoning item boundaries (#39278) release(openai): 1.5.2a1 (#39709) feat(openai): extract gateway metadata from response headers when available (#39706) chore(openai): update snapshots (…
github.com1 month agoView details
Never stop coding. Free MIT AI gateway: one endpoint, 290+ providers (90+ free), 500+ models — Kimi, Claude, GPT, OpenAI, Gemini, GLM, DeepSeek, MiniMax. Works with Claude Code, Codex, Cursor, OpenCode, Cline & Copilot. Quota-aware auto-fallback, RTK+Caveman compression saves 15…
github.com7 months ago47 ptsView details
LeanCTX — Context Intelligence for AI systems.
github.com5 months ago36 ptsView details
modelcontextprotocol/servers 2026.8.18
# Release : v2026.8.18 ## Updated packages - @modelcontextprotocol/server-everything@2026.8.18 - mcp-server-time@2026.8.18 - mcp-server-fetch@2026.8.18 - mcp-server-git@2026.8.18
github.com1 month agoView details
🏛️ 三省六部制 · OpenClaw Multi-Agent Orchestration System — 9 specialized AI agents with real-time dashboard, model config, and full audit trails
github.com6 months ago42 ptsView details
<details open> ci : Update OpenVINO to 2026.3, skip nemotron-h rollback test (#27292) * update to ov-2026.3, update device drivers * ci: skip nemotron-h rollback test on OpenVINO The OpenVINO backend does not support SSM_SCAN, so the Nemotron-H recurrent state rollback graph is…
github.com1 month agoView details
<details open> mtmd: fix LFM2 image tiling threshold (#27057) * mtmd: fix LFM2 image tiling threshold * refactor testing * fix * fix on windows --------- Co-authored-by: Xuan Son Nguyen <son@huggingface.co> </details> **Website:** - <https://llama.app> **macOS/iOS:** - [macOS Ap…
github.com1 month agoView details
> [!NOTE] > Semantic versioning is still work in progress. > More info can be found in https://github.com/ggml-org/ggml/discussions/1579 **Nightly build:** [b10485](https://github.com/ggml-org/llama.cpp/releases/tag/b10485) ## Change log since v0.1.1 1511ce3bc sync : ggml da786d…
github.com1 month agoView details
Open-source, OpenAI-compatible LLM gateway you run yourself. One endpoint for 40+ providers, with virtual keys, budgets, and usage tracking.
github.com5 months ago27 ptsView details
Hundreds of models & providers. One command to find what runs on your hardware.
github.com7 months ago45 ptsView details
langchain-ai/langchain langchain-openai==1.5.2a1
Initial release release(openai): 1.5.2a1 (#39709) feat(openai): extract gateway metadata from response headers when available (#39706) chore(openai): update snapshots (#39657) fix(openai): support o-series models in `get_num_tokens_from_messages` (#38710) release(openai): 1.5.1…
github.com1 month agoView details
langchain-ai/langchain langchain-core==1.5.6
Changes since langchain-core==1.5.5 chore(core): release 1.5.6 (#39704) feat(core): incorporate gateway metadata to traces (#39703)
github.com1 month agoView details
## [3.2.0](https://github.com/openai/openai-python/compare/v3.1.0...v3.2.0) (2026-08-17) ### Features * add Bedrock Runtime endpoint support (SDK-290) ([#3623](https://github.com/openai/openai-python/issues/3623)) ([86267d2](https://github.com/openai/openai-python/commit/86267d2…
github.com1 month agoView details
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