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Show HN: Tkcore AI – A multi-model workspace with custom knowledge grounding

Tkcore AI offers a multi-model workspace integrating various AI models like DeepSeek, Qwen, GLM, Kimi, and MiniMax, with features for low-latency responses, long context, multimodal inputs, and custom knowledge grounding via file uploads.

SourceHacker News AIAuthor: Sharanxxxx

AI chat, free AI tools, documents & writing

Fast responses and low latency — balanced quality, long context, and multimodal when you attach images.

Fast responses and low latency — balanced quality, long context, and multimodal when you attach images.

DeepSeek

General chat and tools — strong JSON/structured output and long 128K-class context for everyday work.

Experimental V3.2 — extended reasoning and coding for complex analysis and structured output.

Low-latency V4 — high throughput text; screenshots route to V4 Pro automatically for sharper vision.

V4 flagship — best DeepSeek balance of reasoning, coding, and multimodal detail when images are in play.

Qwen

Top-tier general model — strong reasoning, coding, and agent-style tasks; multimodal-capable when enabled.

Balanced cost and quality — everyday chat, tools, and multimodal input when your pipeline enables images/video.

Low-latency, high-throughput text — great for drafts, classification, and high-QPS workloads.

Extended context for long documents, legal/clinical summaries, and multi-chunk retrieval.

Vision-language flagship — screenshots, charts, OCR-style understanding, and fine-grained image QA.

GLM (Zhipu)

Latest flagship — strong reasoning, math, and coding; supports optional thinking mode for step-by-step analysis.

Same GLM-5.1 with thinking enabled — best for hard problems, planning, and audit-style explanations.

Kimi (Moonshot)

Frontier generalist — long context, agents, code, and multimodal (text + image/video) when your pipeline enables it.

Reasoning-first — excels at logic, tool-style workflows, and tasks where visible reasoning traces help.

MiniMax

Expressive, natural tone — strong for dialogue, storytelling, and conversion-oriented marketing copy.

Expand input to fullscreen

Add files and more

Voice input — dictate into the box

Upload files to provide context for more informed AI-generated responses.

Knowledge

You can upload knowledge files and the AI may search content in the file if needed to generate more informed responses.

Upload files

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