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Tranforms Portfolio Data into Allocation Decisions
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Global Predictions PortfolioPilot2022 · ▲92Intelligent portfolio management for self-directed investors
- PFPebble Finance – Personalize Your Investments Today2023 · pebble.finance · ▲31
Hello HN, We are Pebble Finance! Our newly launched product offers a custom indexing solution, empowering investors to personalize their investment portfolios. # The product What our product is now: We are creating a platform for users to use natural language to search for their interests and personalize their portfolio. Search is a combination of using OpenAI LLM models with Langchain, OpenSearch index, and some traditional NLP techniques. Search is divided into several tools which are selected based on the user’s input query. Based on the complexity of the input query, a single tool or a…
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Compare your startup equity grant for free.
Commerce · 26d ago · equitybee.com
Launched alongside, May 2026
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Parallel agents, diff reviewer, and multi-model comparisons
Dev tools · May 2026 · kilo.ai


- NW
Hey HN, Henry here from Cactus. We open-sourced Needle, a 26M parameter function-calling (tool use) model. It runs at 6000 tok/s prefill and 1200 tok/s decode on consumer devices. We were always frustrated by the little effort made towards building agentic models that run on budget phones, so we conducted investigations that led to an observation: agentic experiences are built upon tool calling, and massive models are overkill for it. Tool calling is fundamentally retrieval-and-assembly (match query to tool name, extract argument values, emit JSON), not reasoning. Cross-attention…
Life & fun · May 2026 · github.com
- FM
Dev tools · May 2026 · github.com