Responses API
PulseAugur coverage of Responses API — every cluster mentioning Responses API across labs, papers, and developer communities, ranked by signal.
4 day(s) with sentiment data
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Ollama API fails to retain conversation history with previous_response_id
Ollama's API for handling conversational responses has a bug where it fails to retain conversation history when the `previous_response_id` parameter is used. Instead of continuing the dialogue, the API treats each reque…
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Shanghai AI Lab releases Atria Dawn Preview agentic model
Shanghai Artificial Intelligence Laboratory has released Atria Dawn Preview, a new agentic model built on the 744B-parameter GLM-5.2 foundation. This model is designed for research and engineering tasks requiring contin…
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CC Switch v3.20.2 fixes Grok integration with xAI and Codex
The latest release of CC Switch, version 3.20.2, focuses on compatibility fixes rather than a redesign. This update enables Grok to run through xAI's native Responses API with Codex routing, addressing several integrati…
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AI agents' MCP server costs driven by round trips, not token count
A study investigating the cost of using MCP servers with AI agents revealed that the primary expense is not token count but rather the number of round trips required for tool calls. Researchers found that agents, when i…
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AWS enables centralized control for OpenAI Codex via LiteLLM gateway
AWS has detailed a method for setting up OpenAI's ChatGPT Codex with LiteLLM on Amazon ECS and Amazon Bedrock. This approach allows organizations to implement centralized enterprise controls for generative AI coding age…
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llm-openrouter plugin v0.7 adds new tools and OpenRouter LLM compatibility
The llm-openrouter plugin has been updated to version 0.7, enhancing its compatibility with reasoning LLMs available through OpenRouter, particularly with LLM version 0.32. This update integrates the Responses API and i…
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OpenAI Assistants API deprecation deadline set for August 2026
OpenAI is deprecating its Assistants API, with a shutdown date set for August 26, 2026. Developers are advised to migrate to the new Responses API and Conversations API, which serve as replacements for the older functio…
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OpenAI releases GPT-5.6 builder guide for cost-efficient AI agents · 4 sources tracked
OpenAI has released a builder's guide for its GPT-5.6 model, offering technical insights for startups. The guide focuses on building more cost-efficient and faster AI agents by enabling smarter model selection and intro…
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DeepSeek V4 Flash performance hinges on runtime, not just model
A recent analysis suggests that the performance of AI models like DeepSeek-V4 Flash is heavily dependent on the runtime environment, rather than the model itself. The author posits that an effective AI agent is a produc…
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DeepSeek V4-Flash enhanced via post-training, gains agent API support
DeepSeek has updated its DeepSeek-V4-Flash model, focusing on post-training enhancements rather than architectural changes or parameter scaling. This revised model, now available via API, shows improved performance on a…
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OpenAI reveals API settings boost GPT-5.6 Sol benchmark scores 188%
OpenAI has detailed how specific API settings significantly impact benchmark performance, particularly for their GPT-5.6 "Sol" model. By enabling "retained reasoning" and "context compaction" through the Responses API, …
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AI Gateway boosts OpenAI API speed with WebSocket support for agents
AI Gateway has integrated WebSocket support for the OpenAI Responses API, which allows for persistent connections. This enhancement is designed to facilitate multi-turn agent workflows and has reportedly led to up to a …
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OpenAI launches Secure MCP Tunnel for private server integration
OpenAI has introduced a Secure MCP Tunnel feature, allowing models like ChatGPT and Codex to securely interact with private or on-premise MCP servers. This feature utilizes an open-source agent that establishes an outbo…
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Developer builds autonomous sales agent with Qwen Cloud, optimizing for speed and efficiency
A developer detailed the construction of an autonomous sales agent designed to automate B2B sales tasks like research and outreach. The agent, built for the Global AI Hackathon Series using Qwen Cloud and Alibaba Cloud,…
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OpenAI's Responses API Lacks Audio Support, Users Seek Timeline
Users are inquiring about the integration of audio capabilities into OpenAI's Responses API. Currently, audio file uploads are only supported for the Completions API, with audio support for the Responses API listed as "…
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AI Development Shifts to Local Infrastructure Amidst Cloud Service Changes
AI development is shifting from cloud-based services to local infrastructure, driven by changes in billing, API features, and government directives. GitHub's Copilot is moving to usage-based billing tied to token consum…
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OpenAI Responses API integration guide for Node.js
A developer guide demonstrates how to integrate OpenAI's Responses API into Node.js applications. The tutorial covers setting up the client, using system instructions for stable behavior, and implementing few-shot promp…
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OpenAI Responses API vs. Custom RAG: Trade-offs for LLM developers
Developers building LLM applications with document retrieval capabilities now have two primary paths: utilizing OpenAI's Responses API with its built-in file search, or constructing a custom Retrieval-Augmented Generati…
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OpenAI API User Questions Parameter for Input Token Optimization
A user on Reddit is inquiring about the functionality of a parameter within OpenAI's Responses API. The core of the question revolves around whether this parameter can optimize costs by preventing the repeated transmiss…
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AI tools enhance workflows: WebSocket API, video generation, and resume building
A developer has enhanced the Responses API with WebSocket support, aiming to reduce redundant tasks and improve context management for AI agents like Codex, potentially boosting workflow efficiency by up to 40%. Separat…