Pinned Tweet
The Interactions API is now generally available. 🎉 The Interactions API is the simplest way to build with Gemini for humans and agents.
- One API for Gemini models and agents.
- Antigravity Agent with a isolated remote Linux sandbox.
- Image gen with Nano Banana; music with h Omni.
- `background=True` for async, long-running interactions.
- Multimodal Tool Use & Combination.
- Dedicated skills for coding agent.
Building something new inside Google isn't easy, but it's possible. We spent almost a year on this because we think developers and agents deserve an API that is intuitive, familiar and easy to learn and use and evolves with improving capabilities and new behaviors.
Give it a try. Feature requests, bugs, complaints all to me. 👇🏻
- One API for Gemini models and agents.
- Antigravity Agent with a isolated remote Linux sandbox.
- Image gen with Nano Banana; music with h Omni.
- `background=True` for async, long-running interactions.
- Multimodal Tool Use & Combination.
- Dedicated skills for coding agent.
Building something new inside Google isn't easy, but it's possible. We spent almost a year on this because we think developers and agents deserve an API that is intuitive, familiar and easy to learn and use and evolves with improving capabilities and new behaviors.
Give it a try. Feature requests, bugs, complaints all to me. 👇🏻
28
23
275
45,667
EmbeddingGemma 2 is out! Our first native multimodal embeddings built on Gemma 4 under Apache 2.0. 🤗 Embeds 100+ languages, code, images, audio, and video into one vector.
🧮 8,192 context
3️⃣ 740M omni, 440M text+vision, 570M text+audio, or 270M text-only
📈 +14% jump on MTEB Code
🪆 Matryoshka: 768d, 512d, 256d, or 128d
🤗 Available in Sentence Transformers and LiteRT-LM
🔓 Apache 2.0
huggingface.co/google/embeddi…
🧮 8,192 context
3️⃣ 740M omni, 440M text+vision, 570M text+audio, or 270M text-only
📈 +14% jump on MTEB Code
🪆 Matryoshka: 768d, 512d, 256d, or 128d
🤗 Available in Sentence Transformers and LiteRT-LM
🔓 Apache 2.0
huggingface.co/google/embeddi…
22
61
575
33,169
Try directly in your browser: huggingface.co/spaces/webml-c…
1
0
8
1,837
Nano Banana 2.1 (`gemini-nano-banana-2.1`) is now available. Outperforming previous Pro model at 4x cheaper price (now $0.034 per image vs $0.134).
🕒 Improved instruction following
🔤 Better in-image text rendering
🔍 Grounded with Google Image Search
🎭 up to 5 characters nces images
Available in @GoogleAIStudio, the Gemini API, @googlecloud, the @GeminiApp, and @FlowbyGoogle: aistudio.google.com/docs/image-gen…
🕒 Improved instruction following
🔤 Better in-image text rendering
🔍 Grounded with Google Image Search
🎭 up to 5 characters nces images
Available in @GoogleAIStudio, the Gemini API, @googlecloud, the @GeminiApp, and @FlowbyGoogle: aistudio.google.com/docs/image-gen…
35
37
511
33,085
Gemini 4 Argon, our new frontier model.
Up to 1M output tokens, up from 64K. $2 in / $10 out at launch.
In testing with trusted partners. Developer access as soon as possible. 👇🏻
blog.google/innovation-and…
Up to 1M output tokens, up from 64K. $2 in / $10 out at launch.
In testing with trusted partners. Developer access as soon as possible. 👇🏻
blog.google/innovation-and…
112
75
1,642
73,658
You can now use the Interactions API on Gemini Enterprise Agent Platform (prev. Vertex AI) with Gemini models. Same `google-genai` SDK.
👉 docs.cloud.google.com/gemini-enterpr…
👉 docs.cloud.google.com/gemini-enterpr…
8
8
80
6,292
Passing API keys or secrets as normal env lets any dependency in your agent's sandbox read and potentially leak them.
The Credentials API for Gemini Managed Agents keeps secrets secure and injects them on the wire only for trusted domains, so sandboxed code can't access raw tokens. Works for environment variables, CLIs and MCP Server.
Learn more 👇
The Credentials API for Gemini Managed Agents keeps secrets secure and injects them on the wire only for trusted domains, so sandboxed code can't access raw tokens. Works for environment variables, CLIs and MCP Server.
Learn more 👇
20
4
52
7,513
With Gemini 3.8 TTS you can replicate your voice or design a completely custom one from a prompt
1. Record 20s of you talking + the consent sentence
2. Create your Voice via API call
3. Use it in any request, style goes in speech_metadata
Past this into your agent
"Read philschmid.de/gemini-3-8-tts and walk me through creating my own voice for Gemini 3.8 TTS. Check my setup first (GEMINI_API_KEY, ffmpeg, gemini-skills), help me record the two clips, create the voice, and generate a test line I can listen to."
or read below.
1. Record 20s of you talking + the consent sentence
2. Create your Voice via API call
3. Use it in any request, style goes in speech_metadata
Past this into your agent
"Read philschmid.de/gemini-3-8-tts and walk me through creating my own voice for Gemini 3.8 TTS. Check my setup first (GEMINI_API_KEY, ffmpeg, gemini-skills), help me record the two clips, create the voice, and generate a test line I can listen to."
or read below.
22
32
326
26,057
Gemini 3.8 Flash TTS and Flash-Lite TTS are here.🗣️ You can now replicate your voice, design new ones from a prompt and direct every line. Gemini ranks #1 on Hume's Voice Design Benchmark and tops Voice Arena in 6 languages.
🎙️ Replicate a voice from 30s of audio, or describe ce library filterable by language, accent, gender, pitch, persona
🎭 Direct line by line: style, <laugh>, <sigh>, |backchannels|, 2-speaker scenes
🏆 #1 Hume Voice Design, #1 + #2 Hume Quality, top of Voice Arena in 6 languages
🔒 Consent check on replication, SynthID on every clip
Create your voice once and use it in any TTS call. Available in the Gemini API and @GoogleAIStudio.
🎙️ Replicate a voice from 30s of audio, or describe ce library filterable by language, accent, gender, pitch, persona
🎭 Direct line by line: style, <laugh>, <sigh>, |backchannels|, 2-speaker scenes
🏆 #1 Hume Voice Design, #1 + #2 Hume Quality, top of Voice Arena in 6 languages
🔒 Consent check on replication, SynthID on every clip
Create your voice once and use it in any TTS call. Available in the Gemini API and @GoogleAIStudio.
19
15
173
15,885
Blog: blog.google/innovation-and…
Prompt Guide: ai.google.dev/gemini-api/doc…
Migrating from 3.1?: ai.google.dev/gemini-api/doc…
Prompt Guide: ai.google.dev/gemini-api/doc…
Migrating from 3.1?: ai.google.dev/gemini-api/doc…
1
0
5
1,358
Love all these Jev demos, replications and projects. They show how much becomes possible with ultra-fast, multimodal models that are cheap enough to use freely.
We are so focused on coding agents that it’s easy to forget how much else AI can do.
We are so focused on coding agents that it’s easy to forget how much else AI can do.
31
14
234
11,740
Excited to share that we partnered with @speakeasydev to build the sdks for the Interactions API and supported them to open-source their their entire OpenAPI generator suite (SDKs, agent CLIs, and MCP servers) open source for the community to use: developers.googleblog.com/why-client-sdk…
7
8
53
7,279
