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<title type="text">Playing with nli and smol agents</title>
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<author>
<name>Andrew Laack</name>
<email>andrew@laack.co</email>
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Author: Andrew Laack &lt;andrew@laack.co&gt;
Date:   Tue, 17 Feb 2026 14:02:44 -0600

Playing with nli and smol agents

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<title type="text">AI content detection</title>
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<author>
<name>Andrew Laack</name>
<email>andrew.laack@imbue.com</email>
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<content type="text">commit eb447c513be89e86ffa878fe0e9239a9978cd1e9
parent e709ee4038cceeb0574cdfc1e8999502ecb5c960
Author: Andrew Laack &lt;andrew.laack@imbue.com&gt;
Date:   Sat, 17 Jan 2026 16:31:51 -0600

AI content detection

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<published>2026-01-13T22:01:19Z</published>
<updated>2026-01-13T22:01:19Z</updated>
<title type="text">Added file summary script</title>
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<author>
<name>Andrew Laack</name>
<email>andrew.laack@imbue.com</email>
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<content type="text">commit e709ee4038cceeb0574cdfc1e8999502ecb5c960
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Date:   Tue, 13 Jan 2026 16:01:19 -0600

Added file summary script

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<published>2026-01-13T04:44:48Z</published>
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<title type="text">Created a better web research tool that uses iterative search and web downloading to find results and summarize context.</title>
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<author>
<name>Andrew Laack</name>
<email>andrew.laack@imbue.com</email>
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parent 8a1d19cbb24d4194399c54c4f2ce31fadaa10b5f
Author: Andrew Laack &lt;andrew.laack@imbue.com&gt;
Date:   Mon, 12 Jan 2026 22:44:48 -0600

Created a better web research tool that uses iterative search and web downloading to find results and summarize context.

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<title type="text">Revision</title>
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<author>
<name>Andrew Laack</name>
<email>andrew.laack@imbue.com</email>
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<content type="text">commit 8a1d19cbb24d4194399c54c4f2ce31fadaa10b5f
parent 0e28cdce317175bca9edd6fb04b2513843c319b8
Author: Andrew Laack &lt;andrew.laack@imbue.com&gt;
Date:   Mon, 12 Jan 2026 17:47:35 -0600

Revision

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<published>2026-01-11T11:02:43Z</published>
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<title type="text">Continued updates</title>
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<author>
<name>Andrew Laack</name>
<email>andrew.laack@imbue.com</email>
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parent 29672f8c1a72cfaf285b4cb9dc1a0529e19b4c18
Author: Andrew Laack &lt;andrew.laack@imbue.com&gt;
Date:   Sun, 11 Jan 2026 05:02:43 -0600

Continued updates

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<published>2026-01-11T09:56:15Z</published>
<updated>2026-01-11T09:56:15Z</updated>
<title type="text">Started working on an LLM based search tool in cpp</title>
<link rel="alternate" type="text/html" href="commit/29672f8c1a72cfaf285b4cb9dc1a0529e19b4c18.html" />
<author>
<name>Andrew Laack</name>
<email>andrew.laack@imbue.com</email>
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<content type="text">commit 29672f8c1a72cfaf285b4cb9dc1a0529e19b4c18
parent ef48935d8f7471ffe8209ed9fcc4d6c0bd9e3ce3
Author: Andrew Laack &lt;andrew.laack@imbue.com&gt;
Date:   Sun, 11 Jan 2026 03:56:15 -0600

Started working on an LLM based search tool in cpp

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<published>2026-01-11T00:10:47Z</published>
<updated>2026-01-11T00:10:47Z</updated>
<title type="text">Refactoring</title>
<link rel="alternate" type="text/html" href="commit/ef48935d8f7471ffe8209ed9fcc4d6c0bd9e3ce3.html" />
<author>
<name>Andrew Laack</name>
<email>andrew.laack@imbue.com</email>
</author>
<content type="text">commit ef48935d8f7471ffe8209ed9fcc4d6c0bd9e3ce3
parent 863992bcb89baa8aa852607e1aa6cc07d891c47d
Author: Andrew Laack &lt;andrew.laack@imbue.com&gt;
Date:   Sat, 10 Jan 2026 18:10:47 -0600

Refactoring

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<published>2026-01-07T22:42:13Z</published>
<updated>2026-01-07T22:42:13Z</updated>
<title type="text">Incremental</title>
<link rel="alternate" type="text/html" href="commit/863992bcb89baa8aa852607e1aa6cc07d891c47d.html" />
<author>
<name>Andrew Laack</name>
<email>andrew.laack@imbue.com</email>
</author>
<content type="text">commit 863992bcb89baa8aa852607e1aa6cc07d891c47d
parent 49cfa7a25d876018bef98fba7b0e516820560740
Author: Andrew Laack &lt;andrew.laack@imbue.com&gt;
Date:   Wed,  7 Jan 2026 16:42:13 -0600

Incremental

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<published>2026-01-07T06:05:08Z</published>
<updated>2026-01-07T06:05:08Z</updated>
<title type="text">Updated querying</title>
<link rel="alternate" type="text/html" href="commit/49cfa7a25d876018bef98fba7b0e516820560740.html" />
<author>
<name>Andrew Laack</name>
<email>andrew.laack@imbue.com</email>
</author>
<content type="text">commit 49cfa7a25d876018bef98fba7b0e516820560740
parent 16e1f7d53b8b85e296cf50efc4a424aea35ceff0
Author: Andrew Laack &lt;andrew.laack@imbue.com&gt;
Date:   Wed,  7 Jan 2026 00:05:08 -0600

Updated querying

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<entry>
<id>16e1f7d53b8b85e296cf50efc4a424aea35ceff0</id>
<published>2026-01-07T05:51:32Z</published>
<updated>2026-01-07T05:51:32Z</updated>
<title type="text">Add inverse index for titles</title>
<link rel="alternate" type="text/html" href="commit/16e1f7d53b8b85e296cf50efc4a424aea35ceff0.html" />
<author>
<name>Andrew Laack</name>
<email>andrew.laack@imbue.com</email>
</author>
<content type="text">commit 16e1f7d53b8b85e296cf50efc4a424aea35ceff0
parent 872a6d92228e10ebdd5076e9314e3c06f1b23699
Author: Andrew Laack &lt;andrew.laack@imbue.com&gt;
Date:   Tue,  6 Jan 2026 23:51:32 -0600

Add inverse index for titles

</content>
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<entry>
<id>872a6d92228e10ebdd5076e9314e3c06f1b23699</id>
<published>2026-01-06T19:40:52Z</published>
<updated>2026-01-06T19:40:52Z</updated>
<title type="text">Comment</title>
<link rel="alternate" type="text/html" href="commit/872a6d92228e10ebdd5076e9314e3c06f1b23699.html" />
<author>
<name>Andrew Laack</name>
<email>andrew.laack@imbue.com</email>
</author>
<content type="text">commit 872a6d92228e10ebdd5076e9314e3c06f1b23699
parent e1c2a8a2d1046eb5cd1f4f7e1a62fe93fcaafd66
Author: Andrew Laack &lt;andrew.laack@imbue.com&gt;
Date:   Tue,  6 Jan 2026 13:40:52 -0600

Comment

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<entry>
<id>e1c2a8a2d1046eb5cd1f4f7e1a62fe93fcaafd66</id>
<published>2026-01-06T19:39:37Z</published>
<updated>2026-01-06T19:39:37Z</updated>
<title type="text">Improving url indexing, starting with title indexing</title>
<link rel="alternate" type="text/html" href="commit/e1c2a8a2d1046eb5cd1f4f7e1a62fe93fcaafd66.html" />
<author>
<name>Andrew Laack</name>
<email>andrew.laack@imbue.com</email>
</author>
<content type="text">commit e1c2a8a2d1046eb5cd1f4f7e1a62fe93fcaafd66
parent 2fd9d19d4eb4a93e01e89647fea0cd40de0850e3
Author: Andrew Laack &lt;andrew.laack@imbue.com&gt;
Date:   Tue,  6 Jan 2026 13:39:37 -0600

Improving url indexing, starting with title indexing

</content>
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<published>2026-01-06T03:05:35Z</published>
<updated>2026-01-06T03:05:35Z</updated>
<title type="text">Made a bunch of changes to bootstrap tfidf for full text and url search.</title>
<link rel="alternate" type="text/html" href="commit/2fd9d19d4eb4a93e01e89647fea0cd40de0850e3.html" />
<author>
<name>Andrew Laack</name>
<email>andrew.laack@imbue.com</email>
</author>
<content type="text">commit 2fd9d19d4eb4a93e01e89647fea0cd40de0850e3
parent 7067745bb56e6e07eabb2574447937fbc0ec3779
Author: Andrew Laack &lt;andrew.laack@imbue.com&gt;
Date:   Mon,  5 Jan 2026 21:05:35 -0600

Made a bunch of changes to bootstrap tfidf for full text and url search.

</content>
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<entry>
<id>7067745bb56e6e07eabb2574447937fbc0ec3779</id>
<published>2026-01-03T08:18:03Z</published>
<updated>2026-01-03T08:18:03Z</updated>
<title type="text">Started making this better. No sqlite, better code, all that. Still needs some refactoring though....</title>
<link rel="alternate" type="text/html" href="commit/7067745bb56e6e07eabb2574447937fbc0ec3779.html" />
<author>
<name>Andrew Laack</name>
<email>andrew.laack@imbue.com</email>
</author>
<content type="text">commit 7067745bb56e6e07eabb2574447937fbc0ec3779
parent 0547119084bf9b2df319d703a9e30f116e940c66
Author: Andrew Laack &lt;andrew.laack@imbue.com&gt;
Date:   Sat,  3 Jan 2026 02:18:03 -0600

Started making this better. No sqlite, better code, all that. Still needs some refactoring though....

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<entry>
<id>0547119084bf9b2df319d703a9e30f116e940c66</id>
<published>2026-01-03T04:26:39Z</published>
<updated>2026-01-03T04:26:39Z</updated>
<title type="text">Leaving as is; starting fresh with postgres</title>
<link rel="alternate" type="text/html" href="commit/0547119084bf9b2df319d703a9e30f116e940c66.html" />
<author>
<name>Andrew Laack</name>
<email>andrew.laack@imbue.com</email>
</author>
<content type="text">commit 0547119084bf9b2df319d703a9e30f116e940c66
parent 3fd57e78245f76e883bf38fd86c4b40be798b05a
Author: Andrew Laack &lt;andrew.laack@imbue.com&gt;
Date:   Fri,  2 Jan 2026 22:26:39 -0600

Leaving as is; starting fresh with postgres

</content>
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<entry>
<id>3fd57e78245f76e883bf38fd86c4b40be798b05a</id>
<published>2026-01-02T05:24:40Z</published>
<updated>2026-01-02T05:24:40Z</updated>
<title type="text">Added language detection to pipeline and queries. improved spider prioritization.</title>
<link rel="alternate" type="text/html" href="commit/3fd57e78245f76e883bf38fd86c4b40be798b05a.html" />
<author>
<name>Andrew Laack</name>
<email>andrew.laack@imbue.com</email>
</author>
<content type="text">commit 3fd57e78245f76e883bf38fd86c4b40be798b05a
parent 677346e211c3c9544f3708ab117f2f61e2b27f01
Author: Andrew Laack &lt;andrew.laack@imbue.com&gt;
Date:   Thu,  1 Jan 2026 23:24:40 -0600

Added language detection to pipeline and queries. improved spider prioritization.

</content>
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<entry>
<id>677346e211c3c9544f3708ab117f2f61e2b27f01</id>
<published>2026-01-01T23:48:23Z</published>
<updated>2026-01-01T23:48:23Z</updated>
<title type="text">Sent my first queriesgit status!</title>
<link rel="alternate" type="text/html" href="commit/677346e211c3c9544f3708ab117f2f61e2b27f01.html" />
<author>
<name>Andrew Laack</name>
<email>andrew.laack@imbue.com</email>
</author>
<content type="text">commit 677346e211c3c9544f3708ab117f2f61e2b27f01
parent 6c374cfe6d87c097ed0f3fe655d4b5ce0cc68837
Author: Andrew Laack &lt;andrew.laack@imbue.com&gt;
Date:   Thu,  1 Jan 2026 17:48:23 -0600

Sent my first queriesgit status!

</content>
</entry>
<entry>
<id>6c374cfe6d87c097ed0f3fe655d4b5ce0cc68837</id>
<published>2026-01-01T22:56:57Z</published>
<updated>2026-01-01T22:56:57Z</updated>
<title type="text">Respect robots.txt</title>
<link rel="alternate" type="text/html" href="commit/6c374cfe6d87c097ed0f3fe655d4b5ce0cc68837.html" />
<author>
<name>Andrew Laack</name>
<email>andrew.laack@imbue.com</email>
</author>
<content type="text">commit 6c374cfe6d87c097ed0f3fe655d4b5ce0cc68837
parent 6654bdb0e73dbb6f1328cd341aed8f23936dcb96
Author: Andrew Laack &lt;andrew.laack@imbue.com&gt;
Date:   Thu,  1 Jan 2026 16:56:57 -0600

Respect robots.txt

</content>
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<entry>
<id>6654bdb0e73dbb6f1328cd341aed8f23936dcb96</id>
<published>2026-01-01T22:33:02Z</published>
<updated>2026-01-01T22:33:02Z</updated>
<title type="text">Improved link tracking</title>
<link rel="alternate" type="text/html" href="commit/6654bdb0e73dbb6f1328cd341aed8f23936dcb96.html" />
<author>
<name>Andrew Laack</name>
<email>andrew.laack@imbue.com</email>
</author>
<content type="text">commit 6654bdb0e73dbb6f1328cd341aed8f23936dcb96
parent 7844a7045ce08b808a43213e2f2a24588b3109cd
Author: Andrew Laack &lt;andrew.laack@imbue.com&gt;
Date:   Thu,  1 Jan 2026 16:33:02 -0600

Improved link tracking

</content>
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<entry>
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<published>2026-01-01T21:56:18Z</published>
<updated>2026-01-01T21:56:18Z</updated>
<title type="text">Reworked spider to queue links</title>
<link rel="alternate" type="text/html" href="commit/7844a7045ce08b808a43213e2f2a24588b3109cd.html" />
<author>
<name>Andrew Laack</name>
<email>andrew.laack@imbue.com</email>
</author>
<content type="text">commit 7844a7045ce08b808a43213e2f2a24588b3109cd
parent 26aaac222ee693bd1d6ec1306ec135468ddb3deb
Author: Andrew Laack &lt;andrew.laack@imbue.com&gt;
Date:   Thu,  1 Jan 2026 15:56:18 -0600

Reworked spider to queue links

</content>
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<entry>
<id>26aaac222ee693bd1d6ec1306ec135468ddb3deb</id>
<published>2026-01-01T10:36:31Z</published>
<updated>2026-01-01T10:36:31Z</updated>
<title type="text">Added tf calculation for indexing.</title>
<link rel="alternate" type="text/html" href="commit/26aaac222ee693bd1d6ec1306ec135468ddb3deb.html" />
<author>
<name>Andrew Laack</name>
<email>andrew.laack@imbue.com</email>
</author>
<content type="text">commit 26aaac222ee693bd1d6ec1306ec135468ddb3deb
parent 75a4065b8167979b8484560b5f623a023ba647c4
Author: Andrew Laack &lt;andrew.laack@imbue.com&gt;
Date:   Thu,  1 Jan 2026 04:36:31 -0600

Added tf calculation for indexing.

</content>
</entry>
<entry>
<id>75a4065b8167979b8484560b5f623a023ba647c4</id>
<published>2025-12-31T23:45:00Z</published>
<updated>2025-12-31T23:45:00Z</updated>
<title type="text">Updated todo</title>
<link rel="alternate" type="text/html" href="commit/75a4065b8167979b8484560b5f623a023ba647c4.html" />
<author>
<name>Andrew Laack</name>
<email>andrew.laack@imbue.com</email>
</author>
<content type="text">commit 75a4065b8167979b8484560b5f623a023ba647c4
parent edd197026c4213a9b7479de73a77d0f3944df0cf
Author: Andrew Laack &lt;andrew.laack@imbue.com&gt;
Date:   Wed, 31 Dec 2025 17:45:00 -0600

Updated todo

</content>
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<entry>
<id>edd197026c4213a9b7479de73a77d0f3944df0cf</id>
<published>2025-12-31T23:44:39Z</published>
<updated>2025-12-31T23:44:39Z</updated>
<title type="text">Continued working, created todo, setup idf, played with language detection, setup project.</title>
<link rel="alternate" type="text/html" href="commit/edd197026c4213a9b7479de73a77d0f3944df0cf.html" />
<author>
<name>Andrew Laack</name>
<email>andrew.laack@imbue.com</email>
</author>
<content type="text">commit edd197026c4213a9b7479de73a77d0f3944df0cf
parent 01a14abfa7d688731f7220f16dde22042bb068eb
Author: Andrew Laack &lt;andrew.laack@imbue.com&gt;
Date:   Wed, 31 Dec 2025 17:44:39 -0600

Continued working, created todo, setup idf, played with language detection, setup project.

</content>
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<entry>
<id>01a14abfa7d688731f7220f16dde22042bb068eb</id>
<published>2025-12-31T08:21:06Z</published>
<updated>2025-12-31T08:21:06Z</updated>
<title type="text">Setup larger idf</title>
<link rel="alternate" type="text/html" href="commit/01a14abfa7d688731f7220f16dde22042bb068eb.html" />
<author>
<name>Andrew Laack</name>
<email>andrew.laack@imbue.com</email>
</author>
<content type="text">commit 01a14abfa7d688731f7220f16dde22042bb068eb
parent 1b5bb8f087a72d206aa5b50669676e519509a755
Author: Andrew Laack &lt;andrew.laack@imbue.com&gt;
Date:   Wed, 31 Dec 2025 02:21:06 -0600

Setup larger idf

</content>
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<entry>
<id>1b5bb8f087a72d206aa5b50669676e519509a755</id>
<published>2025-12-31T06:18:13Z</published>
<updated>2025-12-31T06:18:13Z</updated>
<title type="text">Improved crawling</title>
<link rel="alternate" type="text/html" href="commit/1b5bb8f087a72d206aa5b50669676e519509a755.html" />
<author>
<name>Andrew Laack</name>
<email>andrew.laack@imbue.com</email>
</author>
<content type="text">commit 1b5bb8f087a72d206aa5b50669676e519509a755
parent 6d3b8448a30a10843c1f3d016516729060da39ad
Author: Andrew Laack &lt;andrew.laack@imbue.com&gt;
Date:   Wed, 31 Dec 2025 00:18:13 -0600

Improved crawling

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<entry>
<id>6d3b8448a30a10843c1f3d016516729060da39ad</id>
<published>2025-12-30T23:17:12Z</published>
<updated>2025-12-30T23:17:12Z</updated>
<title type="text">Implemented tf-idf and created a basic spider</title>
<link rel="alternate" type="text/html" href="commit/6d3b8448a30a10843c1f3d016516729060da39ad.html" />
<author>
<name>Andrew Laack</name>
<email>andrew.laack@imbue.com</email>
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<content type="text">commit 6d3b8448a30a10843c1f3d016516729060da39ad
Author: Andrew Laack &lt;andrew.laack@imbue.com&gt;
Date:   Tue, 30 Dec 2025 17:17:12 -0600

Implemented tf-idf and created a basic spider

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