docker: production image + Gitea Actions for monthly refresh

Dockerfile: self-contained image with corpus + Chroma + BM25 baked
in. Drawbar's compose pulls + runs without volume mounts. Built from
sources.json (labels schema), PRODUCT_NAME=crop_chem by default,
HYBRID_SEARCH=true (always-on for production quality). RERANK_URL +
OLLAMA_URL get set at compose time.

.gitea/workflows/refresh.yml: monthly cron (1st @ 06:00 UTC) does
full scrape → reindex → image push. Scrapes Bayer (~30 min) +
EPA PPLS row-crop filtered (~7h). Skips reindex+push if no corpus
diff. Tags pushed: :latest, :<sha12>, :corpus-<YYYY.MM.DD>.

.gitea/workflows/image-only.yml: on-demand or auto on code-only
pushes to main (paths: docs_mcp/, rag/, scrape/, requirements.txt,
Dockerfile, sources.json). Reindexes from committed corpus, builds
image, pushes. ~10 min vs ~9h full refresh.

.gitignore: corpus/ now COMMITTED (4,159 labels, 265 MB of .md +
sidecars). Lets image-only.yml rebuild indexes without re-scraping.
chroma/ + bm25/ still gitignored (regenerable binary indexes).

.dockerignore: drops venv, eval results, PLAN/README/CLAUDE.md,
deploy/, .git/ — keeps the image lean. corpus + chroma + bm25
explicitly NOT in dockerignore (those go INTO the image).

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>

corpus/epa_ppls/264-948.md

@@ -0,0 +1,304 @@
+# GUSTAFSON LSP FLOWABLE FUNGICIDE
+
+- EPA Reg No: **264-948**
+- Registrant: BAYER CROPSCIENCE, LLC
+- Signal word: Caution
+- Active ingredients: Thiabendazole (30%)
+- Label accepted: 2009-07-10
+- Source PDF: https://www3.epa.gov/pesticides/chem_search/ppls/000264-00948-20090710.pdf
+
+---
+UNITED STATES ENVIRONMENTAL PROTECTION AGENCY 
+WASHINGTON, D.C. 20460 
+Mr. Larry R. Hodges 
+Bayer CropScience LP 
+2 T. W. Alexander Drive, 
+Research Triangle Park, NC 27709 
+OFFICE OF 
+PREVENTION, PESTICIDES AND 
+TOXIC SUBSTAl"lCES 
+JUL 1 0 2009 
+Subject: Label Notification(s) for Pesticide Registration Notice 2007-4 
+Dear Registrant: 
+; The Agency is in receipt of your Application(s) for Pesticide Notification under 
+Pesticide Registration Notice (PRN) 2007-4 dated June 24, 09 for: 
+EPA Registration 264-948 LSP Flowable Fungicide 
+The Registration Division (RD) has conducted a review ofthis·request for applicability 
+under PRN 2007-4 and finds that the label change(s) requested falls within the scope of 
+PRN-2007-4. The label has been date-stamped "Notification" and will be placed in our 
+records. 
+Please be reminded that 40 CFR Part 156.140(a)(4) requires that a batch code,)ot 
+number, or other code identifying the batch of the pesticide distributed and sold be placed on 
+nonrefillable containers. The code may appear either on the label (and can be added by 11on­
+notificationiPR Notice 98-10) or durably marked on the container itself. 
+If you have any questions, please contact me directly at 703-305-6249 or Banza 
+Djapao of my staff at 703-305-7269. 
+Sincerely, 
+Linda Arrington 
+Notifications & Minor Formulations Team Leader 
+Registration Division (7505P) 
+. Office of Pesticide Programs 
+{( s-
+
+Ple •• tI ,e.d /MtructiOM on rev_e btlfore comDlfltilHl form. £orm ADD roved OMS No. 2070-OOec . eXDir .. 2-28-95 
+United States o Registration 
+opp Identifier Number 
+&EPA Environmental Protection Agency Amendment 
+Washington, DC 20460 ,f Other 
+Application for Pesticide - Section I 
+,. Company/Product Number 2. EPA Product Manager 3. Proposed Classification 
+264-948 NOTIF o None D Restricted 
+4. Company/Product (Name) PM' 
+LSP Flowable Fungicide .1,J...., 
+5. Name and Address of Applicant (Include ZIP Code) 6. Expedited Reveiw. In accordance with FIFRA Section 3Ic)(3) 
+Bayer CropScience LP Ibllil, my product is similar or identical in composition and labeling 
+2 T. W. Alexander Drive to: NOTifiCATuON 
+Research Triangle Park, NC 27709 EPA Reg. No. 
+o Chflck if this is a nflw addrflss 
+JUL 1 0 2009 
+Product Name 
+Section - II 
+D Amendment - Explain below. U Final printed labels in repsonse to 
+Agency letter dated 
+D 
+Resubmission in response to Agency letter dated 
+0 
+"Me Too" Application. 
+0 
+Notification - Explain below. 
+D 
+Other - Explain below. 
+Explanation: Use additional pege!s) if necessery. (For section' and Section II.). 
+"Notification of label change per PR Notice 2007-4. This notification is consistent with the guidance in PR Notice 2007-4 and the requirements of EPA's 
+regulations at 40 CFR §§ 156.10, 156.140, 156.144, 156.146, and 156.156. No other changes have been made to the labeling or the Confidential Statement of 
+Formula for this product. I understand that it is a violation of 18 U.S.C. Sec. 1001 to willfully make any false statement to EPA. I further understand that if the 
+amended label is not consistent with the reqUirements of 40 CFR §§ 156.10, 156.140, 156.144, 156.146, and 156.156, this product may be in violation of 
+FIFRA and I may be subject to enforcement action and penalties under sections 12 and 14 of FIFRA." 
+Section - III 
+1. Material Thi. Product Will Be Packaged In: 
+Child-Resistant Packaging Unit Packaging Water Soluble Packaging 2. Type of Container 
+tz]ves @ves 
+@ 
+Yes [;J~ql 
+,f No ,f No .I Plastic 
+No Glass 
+• Certification must If "Yes" No. per If ·Yes" No. per Paper 
+fiber drum Unit Packaging wgt. container Package wgt container Other (Specify) 
+btl submitttKI 
+I 
+3. Location of Net Contents Information 4. Size(s} Retail Container 15. location of labal Directions 
+L '-abel [{J Container 5 gal. t=j 
+6. Manner in Which Label is Affixed to Product L:.J Lithograph 0 Other 
+./ Paper Pelued 
+Stenci 8d 
+Section - IV 
+1. Contact Point (Comp/ete items directly below for identification of individual to be contacted, if necessary, to process this applic~I!o!JLI 
+o v' 
+Name Title TI1'I!P"Q,).':1e No.Wielud8' Area Code) 
+Larry R. Hodges Registration Manager - Insecticides ';.)19-54g. 2870 
+( 
+~ <- ~, L 
+Certification c ( ~(c :16. Oat: .AP~lication 
+I certify that the statements I have made on this form and all attachments thereto are true, accurate and complet"'.~ ( , Ra~e:Vllt ~ 
+I acknowledge that any knowlinglly false or misleading statement may be punishable by fine or imprisonment Of c. " <- l (Stampedt 
+both under applicable law. . ~ ( 
+3. Title 
+( ( ( ( l. { 1,..("(. 
+';1 (J) tlC£\9-1 
+< 
+( 
+• t. t. t 
+Registration Manager - Insecticides , , c. 
+-i '- , c. ( 
+~ ... '- (. 
+4. Typed Nam'lJ 
+~ 
+5. Date 
+Larry R. Hodges June 24, 2009 
+. . EPA Form 8570-' (Rev. 3-941 PrevIOus editions are obsolete . White - EPA File Copy (on gina" v.now - Applicant Copy
+
+NOTIFICATiON ~ .r 
+JUL 10 2009 
+LSP Flowable Fungicide 
+For Use Only By Commercial Seed Treaters 
+ACTIVE INGREDIENT: 
+Thiabendazole: 2-(4-thiazolyl) benzimidazole ............................................................................................................... 30% 
+INERT INGREDIENTS: ............................................ : ..................................................................................................... 70% 
+TOTAL 100% 
+Contains Petroleum Distillates 
+EPA Reg. No. 264-948 EPA Est. 
+KEEP OUT OF REACH OF CHILDREN 
+CAUTION 
+For MEDICAL And TRANSPORTATION Emergencies ONLY Call 24 Hours A Day 1-800-334-7577 
+For PRODUCT USE Information Call1-866-99BAYER (1-866-992-2937) 
+FIRST AID 
+IFIN EYES: • Hold eye open and rinse slowly and gently with water for 15-20 minutes. 
+• Remove contact lenses, if present, after the first 5 minutes, then continue rinsing eye. 
+• Call a poison control center or doctor for treatment advice. 
+IF SWALLOWED: • Immediately call a poison control center or doctor. 
+• Do not induce vomiting unless told to do so by a poison control center or doctor. 
+• Do not give any liquid to the person. 
+• Do not give anything by mouth to an unconscious person. 
+Note to Physician: Contains petroleum distillate - vomiting may cause aspiration pneumonia. 
+In case of emergency call toll free the Bayer CropScience Emergency Response Telephone No. 1-800-334-7577. 
+Have a product container or label with you when calling a poison control center or doctor, or going for treatment. 
+PRECAUTIONARY STATEMENTS 
+HAZARDS TO HUMANS AND DOMESTIC ANIMALS 
+CAUTION 
+Causes moderate eye irritation. Avoid contact with eyes or clothing. 
+PERSONAL PROTECTIVE EQUIPMENT (PPE): 
+Mixers, loaders, applicators and other handlers must wear: Long-sleeved shirt and long pants, and shoes plus socks. 
+Follow manufacturer's instructions for cleaning/maintaining PPE. If no such instructions for washables exist, use detergent and hot 
+water. Keep and wash PPE separately from other laundry. 
+( (. (. 
+r---------------------------------------------------------------------------------(~l~'~:~·----~ 
+USER SAFETY RECOMMENDATIONS ( {' ( l ~ ( < ( 
+Users should: Wash hands thoroughly with soap and water after handling, and before eating, drinking, c~ewing~gum, u5i~g tobacco or 
+using the toilet. Users should remove clothing/PPE immediately if pesticide gets inside. Then wash tQo':-cl!:ghly ano pL1hon clean 
+clothing. Users should remove PPE immediately after handling this product. As soon as possible, was_" th':>roughly, aor. <change 
+clothing. " ( ( ~ c ( ~. 
+~--------------------------------------------------------------------~'~.~~~(~(~----~~----~ 
+t 
+I (. ( t ( ENVIRONMENTAL HAZARDS I t. { f. 
+t 
+This pesticide is toxic to fish. Do not apply directly to water, or to areas where surface water is present or to intertidal areas below the 
+mean high water mark. Do not contaminate water by cleaning of equipment or disposal of waste, ~ ,( C < 
+• L l ( 
+This pesticide is toxic to invertebrates. Do not discharge effluent containing this product into lakes, streams, ponds, estuaries, oceans, 
+or other waters unless in accordance with the requirements of a National Pollutant Discharge Elimination System (NPDES) permit and 
+Page 1 of 3
+
+.' 
+the permitting authority has been notified in writing prior to discharge. Do not discharge effluent containing this product to sewer 
+systems without previously notifying the local sewage treatment plant authority. For guidance contact your State Water Board or 
+Regional Office of the EPA. 
+. DIRECTIONS FOR USE 
+It is a violation of Federal law to use this product in a manner inconsistent with its labeling. 
+Not for use on agricultural establishments in hopper-box, planter-box, slurry-box, or other seed treatment applications at or immediately 
+before planting. Do not apply this product in a way that will contact workers or either persons. Only protected handlers may be in the 
+area during application. Manual seed treatments are prohibited. 
+STORAGE AND DISPOSAL 
+Do not contaminate water, food or feed by pesticide storage or disposal. 
+PESTICIDE STORAGE 
+Product freezing temperature is 32°F. Satisfactory utility is restored after thawing and mixing of product stored as low as O°F. 
+Repeated freezing and thawing should be avoided. Keep cover on opened container to prevent drying. Shake or stir well before using. 
+PESTICIDE DISPOSAL 
+Pesticide, spray mixture or rinsate that cannot be used according to label instructions must be disposed of according to Federal, State 
+or local procedures under the Resource Conservation and Recovery Act. 
+CONTAINER DISPOSAL 
+Rigid, Non-refillable containers small enough to shake (Le., with capacities equal to or less than 5 gallons) 
+Non-refillable container. Do not reuse or refill this container. Offer for recycling, if available. Triple rinse container (or equivalent) 
+promptly after emptying. Triple rinse as follows: Empty the remaining contents into application equipment or a mix tank and drain for 10 
+seconds after the flow begins to drip. Fill the container 1/4 full with water and recap. Shake for 10 seconds. Pour rinsate into application 
+equipment or a mix tank or store rinsate lor later use or disposal. Drain for 10 seconds after the flow begins to drip. Repeat ihis 
+procedure two more times. Dispose of rinsed empty container in a sanitary landfill or by incineration, or if allowed by state and local 
+authorities, by burning. If burned stay out of smoke. 
+SEED LABELING 
+Seed treated commercially or for sale must be dyed an unnatural color using an EPA approved dye before being sold. 
+LABELING OF TREATED SEED 
+Seed treated commercially or for sale with LSP must be labeled in accordance with all applicable requirements of the Federal Seed Act. 
+All bags containing treated seed must be labeled or tagged as follows: 
+• This seed has been treated with thiabendazole. 
+• Do not use for feed, food or oil processing. 
+• Store away from feed and food. 
+GENERAL 
+LSP is a systemic fungiCide especially formulated as a liquid suspension seed protectant for use as a spray mist or slurry seed 
+treatment. 
+COMPATIBILITY 
+LSP should not be tank mixed with any pesticide unless adequate physical compatibility and phytotoxicity tests have been completed 
+and proved to be satisfactory. 
+USE PRECAUTION 
+When using formulations that do not contain dye, to comply with 40 CFR 153.155, all seed treated with an economic poison must be 
+colored to distinguish and prevent subsequent inadvertent use as a food for man or feed for animals. . 
+SEED TREATMENT 
+Clean seed treatment equipment thoroughly before using LSP. This product has no vapor action; therefore, it is essential that thorough 
+coverage of the seed be obtained. In this regard, LSP is recommended to be dispersed with water to aid distributior.. ,:nothe seed. 
+When dispersed with water, however, the resulting suspension must be kept under constant agitation. L (.. L U ~ 
+000<:.00 
+LSP is recommended for the control of seed- and soil-borne Common Bunt (Stinking Smut) attacking \~he'3t; ~'ilso aids ir'1 control of 
+Dwarf Bunt. 0 <> ~o u (.." 
+OQOoo 01',0 
+LSP is recommended for control of pod and stem blight (Phomopsis spp.) on soybeans to enhance germi:1atiGn and early seedling 
+development. For control of other seed and soilborne diseases, it is recommended that a co-fungicide slkr.I'as Cap:.an ~1'bO, 42-S 
+Thiram or F;lTU-VITAVAX-Thiram be tank mixed with LSP at the EPA registered label rates. 000 00 (,0 0 
+o (; c 
+Winter and Spring Wheat: u v ~ c. tJ lJ t. (J 1,.,0 
+Control of seed- and soilborne Common Bunt (Stinking Smut): For ready mix or slurry seed treaters, disperse 2.0 fl. DZ o~, .LSP for 
+seedborne Common Bunt, or 4.0 fl. oz. per 100 Ibs. of seed for soilborne Common Bunt, in an equal amount of water (2:1 r.3tio) and 
+apply this dispersion. Keep dispersion under constant agitation. ,v • ~. L <.; 0 
+Page 2 of 3
+
+" 
+For wheat. seed having high infection levels of seedborne Fusarium scab, a lower rate of .25 fl. oz. per 100 Ibs. of seed is 
+recommended. LSP should be used as a co-fungicide combined with RAXIL- or VITAVAX-based fungicides to include seed and 
+seedling protection against the broad spectrum of diseases associated with the wheat crop, as listed on the product labels. 
+Winter Wheat Only: 
+Aids in control of Dwarf Bunt in Colorado, Idaho, Montana, Oregon, Washington, Wyoming, and Utah: For ready mix or slurry seed 
+treaters, disperse 4.0 - 6.0 fl. oz. of LSP in an equal amount of water (1:1 ratio) and apply this selected dispersion per 100 Ibs. of seed. 
+Keep dispersion under constant agitation. For best results against Dwarf Bunt, plant winter wheat treated with LSP as late in the 
+growing season as is practical. Use only on normal or late winter wheat plantings. Use the lower rate for late plantings of winter wheat. 
+The level of product effectiveness will vary with the weather conditions and amount of plant growth which occurs prior to the disease 
+infection period. 
+Soybeans: 
+Control of Pod and Stem blight: Apply LSP at the rate of 0.125-0.25 fl. oz. per 100 Ibs of seed by mixing with the co-fungicide/water 
+dispersion in the slurry pre-mix tank. Maintain constant agitation of dispersion. 
+IMPORTANT: READ BEFORE USE 
+Read the entire Directions for Use, Conditions, Disclaimer of Warranties and Limitations of Liability before using this product. If terms are 
+not acceptable, return the unopened product container at once. 
+By using this product, user or buyer accepts the following Conditions, Disclaimer of Warranties and Limitations of Liability. 
+Treatment of highly mechanically damaged seed, or seed of known low vigor and poor quality, may result in reduced germination andlor 
+reduction of seed and seedling vigor. Treat and conduct germination tests on a small portion of seed before committing the total seed lot 
+to a selected chemical treatment. Due to seed quality conditions beyond the control of Bayer CropScience, no claims are made to 
+guarantee germination of carry-over seed. 
+CONDITIONS: The directions for use of this product are believed to be adequate and must be followed carefully. However, it is 
+impossible to eliminate all risks associated with the,use of this product. Crop injury, ineffectiveness or other unintended consequences 
+• may result because of such factors as weather conditions, presence of other materials, or the manner of use or application, all of which 
+are beyond the control of Bayer CropScience. TO THE EXTENT CONSISTENT WITH APPLICABLE LAW, all such risks shall be 
+assumed by the user or buyer. 
+DISCLAIMER OF WARRANTIES: TO THE EXTENT CONSISTENT WITH APPLICABLE LAW, BAYER CROPSCIENCE MAKES NO 
+WARRANTIES, EXPRESS OR IMPLIED, OF MERCHANTABILITY OR OF FITNESS FOR A PARTICULAR PURPOSE OR 
+OTHERWISE, THAT EXTEND BEYOND THE STATEMENTS MADE ON THIS LABEL. No agent of Bayer CropScience is authorized to 
+make any warranties beyond those contained herein or to modify the warranties contained herein. TO THE EXTENT CONSISTENT 
+WITH APPLICABLE LAW, BAYER CROPSCIENCE DISCLAIMS ANY LIABILITY WHATSOEVER FOR SPECIAL, INCIDENTAL OR 
+CONSEQUENTIAL DAMAGES RESULTING FROM THE USE OR HANDLING OF THIS PRODUCT. 
+LIMITATIONS OF LIABILITY: TO THE EXTENT CONSISTENT WITH APPLICABLE LAW, THE EXCLUSIVE REMEDY OF THE USER 
+OR BUYER FOR ANY AND ALL LOSSES, INJURIES OR DAMAGES RESULTING FROM THE USE OR HANDLING OF THIS 
+PRODUCT, WHETHER IN CONTRACT, WARRANTY, TORT, NEGLIGENCE, STRICT LIABILITY OR OTHERWISE, SHALL NOT 
+EXCEED THE PURCHASE PRICE PAID, OR AT BAYER CROPSCIENCE'S ELECTION, THE REPLACEMENT OF PRODUCT. 
+NOTICE TO BUYER 
+Purchase of this material does not confer any rights under patents governing this product or the use thereof in countries outside of the 
+United States. 
+NET CONTENTS: 
+PRODUCED FOR 
+$ Bayer CropScience 
+Bayer CropScience LP 
+P.O. Box 12014, 2 T.W. Alexander Drive 
+Research Triangle Park, North Carolina 27709 
+1-866-99BA YER (1 ~866-992-2937) 
+NOTIFICATiON 
+'JUL 1 0 2009 
+LSP Flowable Fungicide (Master) EPA APPROVED 04/02/08, Notification 04/20/09 
+(J(J("Ol.lO 
+v I.) 0 
+" 0 Q 
+U " 
+vollOC'O 
+o l 
+" " 0" 
+c..Gc.. LU 
+u " u c 
+<.. (... ld .... L 
+o L' (..0 
+(.. (,., ('. 
+v l: 0 
+Q 
+GO " C (.1 0 
+o 00 
+o 000 
+<.: 0 0 
+GO ~ 
+" 
+C t...' "-
+(.. t., (, 
+( '- (. t 
+Page 3 of 3